#Teamwork
Use the Phases of Team Development (Based on Bruce W. Tuckman's Model of Forming, Storming, Norming, Performing, and Adjourning) to Help Teams Grow and Advance: 2023 Update
09 January 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Click here to download this article as a PDF.
For permission requests and high resolution versions of the Phases of Team Development image, see below.
2023 Update
In 2008, Scott M. Graffius started developing material on advancing teams’ happiness, productivity, and success. His respective Phases of Team Development content factors the work of Dr. Bruce W. Tuckman and Mary Ann C. Jensen; Graffius's experience, observation, and analysis; and research, recommendations, and coverage from additional sources (examples are listed below).
The Phases of Team Development highlights the performance level, characteristics, and proven strategies for each of the five phases: Forming, Storming, Norming, Performing, and Adjourning. Project Managers, Scrum Masters, Agile Coaches, DevOps Leads, and other leaders can apply the information to help handle challenges or issues experienced by teams. By doing so, they’ll advance the teams' (and their own) happiness, productivity, and success.
This article and the accompanying visual provides the updated 2023 version of the Phases of Team Development.
Five Phases of Team Development
1. Forming
Characteristics of Forming include displaying eagerness, socializing, generally polite tone, sticking to safe topics, unclear about how one fits in, and some anxiety and questioning.
Strategies for this phase include taking the ‘lead,’ being highly visible, facilitating introductions, providing the ‘big picture,’ establishing clear expectations, communicating success criteria, and ensuring response times are quick.
2. Storming
Traits of Storming include some resistance, lack of participation, conflict based on differences of opinions, competition, and high emotions.
Strategies for this phase include requesting and encouraging feedback, identifying issues and facilitating their resolution, normalizing matters, and building trust by honoring commitments.
3. Norming
Features of Norming include purpose and goals are well-understood, more confident, improved commitment, members are engaged and supportive, relief (lowered anxiety), and developing cohesion.
Strategies for this phase include recognizing individual and team efforts, providing learning opportunities and feedback, and monitoring the ‘energy’ of the team.
4. Performing
Characteristics of Performing include high motivation, trust, and empathy; individuals defer to team needs; effectively producing deliverables; consistent performance; and demonstrations of interdependence and self-management.
Strategies for this phase include ‘guiding from the side’ (minimal intervention), celebrating successes, and encouraging collective decision-making and problem-solving.
5. Adjourning
Typical traits of Adjourning (also referred to as Transitioning or Mourning) include potential sadness, recognition of team and individual efforts, and disbanding.
Strategies for this phase include recognizing change, providing an opportunity for summative team evaluations ('lessons learned'), providing an opportunity for individual acknowledgments, and celebrating the team’s accomplishments — which may involve a party and possibly an after-party.
References / Sources
The Phases of Team Development by Scott M. Graffius factors the work of Dr. Bruce W. Tuckman and Mary Ann C. Jensen; Graffius's experience, observation, and analysis; and research, recommendations, and coverage from additional sources such as Google, Harvard Business Review, IEEE, MIT, Fast Company, NASA, Microsoft, TNW, Project Management Institute, Scrum Alliance, Scrum.org, Gartner, CIO, RAND Corporation, Software Engineering Institute, University of Edinburgh, Cisco, KPMG, Warsaw University of Technology, Software Engineering Institute, DevOps Institute, American Express, SANS Institute, Zurich University, SAP, ViacomCBS, Oxford University, American Management Association, AT&T, University of Southern California, IBM, and many others.
Select (partial) bibliography:
How to Cite This Article
Graffius, Scott M. (2023, January 9). Use the Phases of Team Development (Based on Bruce W. Tuckman's Model of Forming, Storming, Norming, Performing, and Adjourning) to Help Teams Grow and Advance: 2023 Update. Available at: https://scottgraffius.com. Digital Object Identifier (DOI): 10.13140/RG.2.2.10720.35846. DOI link: https://dx.doi.org/10.13140/RG.2.2.10720.35846.
Request Permission
This material is © copyright 2023 Scott M. Graffius. All rights reserved. It may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
To request permission to use the Phases of Team Development content, contact Scott M. Graffius.
If a request is approved, terms and conditions will be provided along with—if applicable—downloadable high resolution versions of the Phases of Team Development image in JPG and PNG formats.
About Scott M. Graffius
Scott M. Graffius, PMP, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi award-winning author, and highly sought-after international keynote speaker. He has generated over $1.75 billion of business value in aggregate for the organizations he has served. Graffius is the CEO and Principal Consultant at Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. Content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Select examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, U.S. Soccer Federation, Qantas, National Academy of Sciences, U.S. Department of Energy, U.S. National Park Service, New Zealand Ministry of Education, Yale University, Warsaw University of Technology, and others. Graffius has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 82 conferences and other events across 24 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow step-by-step instructions, Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short URL for this article is: https://bit.ly/teams-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Click here to download this article as a PDF.
For permission requests and high resolution versions of the Phases of Team Development image, see below.
2023 Update
In 2008, Scott M. Graffius started developing material on advancing teams’ happiness, productivity, and success. His respective Phases of Team Development content factors the work of Dr. Bruce W. Tuckman and Mary Ann C. Jensen; Graffius's experience, observation, and analysis; and research, recommendations, and coverage from additional sources (examples are listed below).
The Phases of Team Development highlights the performance level, characteristics, and proven strategies for each of the five phases: Forming, Storming, Norming, Performing, and Adjourning. Project Managers, Scrum Masters, Agile Coaches, DevOps Leads, and other leaders can apply the information to help handle challenges or issues experienced by teams. By doing so, they’ll advance the teams' (and their own) happiness, productivity, and success.
This article and the accompanying visual provides the updated 2023 version of the Phases of Team Development.
Five Phases of Team Development
1. Forming
Characteristics of Forming include displaying eagerness, socializing, generally polite tone, sticking to safe topics, unclear about how one fits in, and some anxiety and questioning.
Strategies for this phase include taking the ‘lead,’ being highly visible, facilitating introductions, providing the ‘big picture,’ establishing clear expectations, communicating success criteria, and ensuring response times are quick.
2. Storming
Traits of Storming include some resistance, lack of participation, conflict based on differences of opinions, competition, and high emotions.
Strategies for this phase include requesting and encouraging feedback, identifying issues and facilitating their resolution, normalizing matters, and building trust by honoring commitments.
3. Norming
Features of Norming include purpose and goals are well-understood, more confident, improved commitment, members are engaged and supportive, relief (lowered anxiety), and developing cohesion.
Strategies for this phase include recognizing individual and team efforts, providing learning opportunities and feedback, and monitoring the ‘energy’ of the team.
4. Performing
Characteristics of Performing include high motivation, trust, and empathy; individuals defer to team needs; effectively producing deliverables; consistent performance; and demonstrations of interdependence and self-management.
Strategies for this phase include ‘guiding from the side’ (minimal intervention), celebrating successes, and encouraging collective decision-making and problem-solving.
5. Adjourning
Typical traits of Adjourning (also referred to as Transitioning or Mourning) include potential sadness, recognition of team and individual efforts, and disbanding.
Strategies for this phase include recognizing change, providing an opportunity for summative team evaluations ('lessons learned'), providing an opportunity for individual acknowledgments, and celebrating the team’s accomplishments — which may involve a party and possibly an after-party.
References / Sources
The Phases of Team Development by Scott M. Graffius factors the work of Dr. Bruce W. Tuckman and Mary Ann C. Jensen; Graffius's experience, observation, and analysis; and research, recommendations, and coverage from additional sources such as Google, Harvard Business Review, IEEE, MIT, Fast Company, NASA, Microsoft, TNW, Project Management Institute, Scrum Alliance, Scrum.org, Gartner, CIO, RAND Corporation, Software Engineering Institute, University of Edinburgh, Cisco, KPMG, Warsaw University of Technology, Software Engineering Institute, DevOps Institute, American Express, SANS Institute, Zurich University, SAP, ViacomCBS, Oxford University, American Management Association, AT&T, University of Southern California, IBM, and many others.
Select (partial) bibliography:
- Alford, J. (2019, April 11). Our Co-Production Journey: From Sandpits to Bird Boxes. London, United Kingdom: Imperial College London.
- Bennett, M., Gadlin, H., & Marchand, C. (2018). Collaboration Team Science: Field Guide. Rockville, MD: National Institutes of Health.
- Couture, N. (2016, October 27). A Note About Teams. CIO. Boston, MA: International Data Group (IDG).
- Daly, L. (2002). Identify Your Project Management Team’s Level of Development and Facilitate It to Success. Paper presented at Project Management Institute Annual Seminars and Symposium, San Antonio, TX. Newtown Square, PA: Project Management Institute.
- Deloitte (2017). Digital Era Technology Operating Models, Volume 2. New York, NY: Deloitte Touche Tohmatsu Limited.
- Finkelstein, S. (2017, October 29). Why Companies Should Hire Teams, Not Individuals. The Wall Street Journal. New York, NY: The Wall Street Journal.
- Forbes (2018, April 23). How to Fast-Track Any Team to Success. Forbes. New York, NY: Forbes.
- Forbes (2012, October 27). How the iPad Mini is Defining Tim Cook’s Apple. Forbes. New York, NY: Forbes.
- Glover, P. (2012, March 13). Team Conflict: Why It’s a Good Thing. Fast Company. New York, NY: Mansueto Ventures.
- Graffius, Scott M. (2021). Phases of Team Development. Los Angeles, CA: Scott M. Graffius. Digital Object Identifier (DOI): 10.13140/RG.2.2.22040.42246.
- Jovanovic, M., Mesquida, A., Radakoviฤ, N., & Mas, A. (2016). Agile Retrospective Games for Different Team Development Phases. Journal of Universal Computer Science, 22: 1489-1508.
- Kane, G. C. (2014, October 7). Why Your Company is Probably Measuring Social Media Wrong. MIT Sloan Management Review. Cambridge, MA: MIT Sloan Management Review.
- KPMG (2017). The Digital Fund, Season 2. Amstelveen, Netherlands: KPMG International.
- Madden, D. (2019, May 19). The Four Stages of Building a Great Team – and the One Where Things Usually Go Wrong. Inc. Magazine. New York, NY: Inc. Magazine.
- Makar, A. (2011, July 13). Lessons Learned in Norming and Performing Team Development Phases. Louisville, KY: TechRepublic.
- Martinuzzi, B. (2012, June 8). Six Tips Guaranteed to Reduce Workplace Frustrations. New York, NY: American Express Company.
- Microsoft (2019, June 15). Is the Latest Technology the Key to Your Team’s Success, or is There Something Else? Microsoft Developer Support. Accessed at: https://devblogs.microsoft.com/premier-developer/is-the-latest-technology-the-key-to-your-teams-success-or-is-there-something-else. Redmond, WA: Microsoft.
- Mocko, G., & Linnerud, B. (2016). Measuring the Effects of Goal Alignment on Innovative Engineering Design Projects. International Journal of Engineering Education, 32: 55-63.
- Romanelli, M. (2019, September 11). Teamwork Accelerated. PM Times. Newmarket, Ontario, Canada: Macgregor Communications.
- Riggs, A. (2020, October 15). Why I Start All My Video Meetings with Collaborative Games (Spoiler: It’s Not Boredom). Amsterdam, the Netherlands: The Next Web (TNW).
- Rowley, D., & Lange, M. (2007). Forming to Performing: The Evolution of an Agile Team. IEEE Computer Society Proceedings. Agile 2007, 1: 408-414.
- Scrum Alliance (2020). Learning Objectives Examples. Denver, CO: Scrum Alliance.
- Sakpal, M. (2020, March 3. Learn How to Debunk These Five Restructuring Myths. Stamford, CT: Gartner, Inc.
- Stern, S. (2018, September 26). Is Your Team Working the Rory Underwood Way? Financial Times. London, United Kingdom: The Financial Times, a Nikkei Company.
- Telford, R. (2013, June 4). This is Where It Gets Interesting. Armonk, NY: International Business Machines (IBM) Corporation.
- Tuckman, B. W. (1965). Developmental Sequence in Small Groups. Psychological Bulletin, 63: 384-399.
- Tuckman, B. W., & Jensen, M. A. C. (1977). Stages of Small-Group Development Revisited. Group and Organizational Studies, 2 (4): 419-427.
- United States Army (2015). Innovative Learning: A Key to National Security. Washington, DC: Uni๏ฟผted States Army.
How to Cite This Article
Graffius, Scott M. (2023, January 9). Use the Phases of Team Development (Based on Bruce W. Tuckman's Model of Forming, Storming, Norming, Performing, and Adjourning) to Help Teams Grow and Advance: 2023 Update. Available at: https://scottgraffius.com. Digital Object Identifier (DOI): 10.13140/RG.2.2.10720.35846. DOI link: https://dx.doi.org/10.13140/RG.2.2.10720.35846.
Request Permission
This material is © copyright 2023 Scott M. Graffius. All rights reserved. It may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
To request permission to use the Phases of Team Development content, contact Scott M. Graffius.
If a request is approved, terms and conditions will be provided along with—if applicable—downloadable high resolution versions of the Phases of Team Development image in JPG and PNG formats.
About Scott M. Graffius
Scott M. Graffius, PMP, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi award-winning author, and highly sought-after international keynote speaker. He has generated over $1.75 billion of business value in aggregate for the organizations he has served. Graffius is the CEO and Principal Consultant at Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. Content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Select examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, U.S. Soccer Federation, Qantas, National Academy of Sciences, U.S. Department of Energy, U.S. National Park Service, New Zealand Ministry of Education, Yale University, Warsaw University of Technology, and others. Graffius has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 82 conferences and other events across 24 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow step-by-step instructions, Scott M. Graffius's award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short URL for this article is: https://bit.ly/teams-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Zittau/Görlitz University of Applied Sciences Features Scott M. Graffius' Content
26 April 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Select here to download this article as a PDF.
Businesses, professional associations, governments, and universities have used and featured Scott M. Graffius and content from his books, talks, workshops, and more. Examples of organizations include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and many others.
This month, Hochschule Zittau/Görlitz (Zittau/Görlitz University of Applied Sciences) was added to the list of organizations. Dr. Ingo Cassack, Professor at the university, incorporated Graffius' Phases of Team Development work into Dr. Cassack's material on project management. Two excerpts follow.
To learn more about Scott M. Graffius' Phases of Team Development, visit here.
Oksana Makovoz wrote about the presentation which included Graffius' work, among other details. She posted on:
About Hochschule Zittau/Görlitz
Hochschule Zittau/Görlitz (Zittau/Görlitz University of Applied Sciences) is a non-profit public higher-education institution located in Zittau — in the border triangle between Germany, the Czech Republic, and Poland . The institution also has a branch campus in Görlitz, Saxon, Germany. Officially recognized by the Sächsisches Staatsministerium für Wissenschaft und Kunst (Saxon State Ministry of Science and the Arts), Hochschule Zittau/Görlitz is a top tier coeducational German higher education institution with no tuition fees, state-of-the-art equipment, and intensive support. Visit https://www.hszg.de to learn more.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 85 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short URL for this article is: https://bit.ly/hszg-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Select here to download this article as a PDF.
Businesses, professional associations, governments, and universities have used and featured Scott M. Graffius and content from his books, talks, workshops, and more. Examples of organizations include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and many others.
This month, Hochschule Zittau/Görlitz (Zittau/Görlitz University of Applied Sciences) was added to the list of organizations. Dr. Ingo Cassack, Professor at the university, incorporated Graffius' Phases of Team Development work into Dr. Cassack's material on project management. Two excerpts follow.
To learn more about Scott M. Graffius' Phases of Team Development, visit here.
Oksana Makovoz wrote about the presentation which included Graffius' work, among other details. She posted on:
About Hochschule Zittau/Görlitz
Hochschule Zittau/Görlitz (Zittau/Görlitz University of Applied Sciences) is a non-profit public higher-education institution located in Zittau — in the border triangle between Germany, the Czech Republic, and Poland . The institution also has a branch campus in Görlitz, Saxon, Germany. Officially recognized by the Sächsisches Staatsministerium für Wissenschaft und Kunst (Saxon State Ministry of Science and the Arts), Hochschule Zittau/Görlitz is a top tier coeducational German higher education institution with no tuition fees, state-of-the-art equipment, and intensive support. Visit https://www.hszg.de to learn more.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 85 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
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The short URL for this article is: https://bit.ly/hszg-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
AI is a Team Sport: A Confluence of Diverse Technical and Soft Skills are Crucial for Success
01 May 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
This article covers the significance of well-rounded AI teams, including how both soft and technical skills are critical and fuel success. It’s informed by Graffius' work on AI projects as well as research and coverage from DARPA, IBM, IEEE, MIT, Microsoft, Software Engineering Institute, Stanford University, United States Artificial Intelligence Institute, and others (all listed in the bibliography section of this article).
Introduction
Artificial Intelligence (AI) has emerged as a transformative force across a growing number of industries, revolutionizing how we live, work, and interact. From autonomous vehicles and virtual assistants to personalized recommendations and medical diagnoses, AI systems have become integral to our daily lives. Behind these cutting-edge, life-changing solutions are AI teams that possess a combination of soft skills—also known as core skills, interpersonal skills, people skills, power skills, transferable skills, or transversal skills—and technical expertise.
This article highlights the synergy between soft skills and technical skills in the world of AI. While technical skills provide the general foundation for AI development, it’s the soft skills that elevate AI projects to new heights. From effective communication and critical thinking to leadership and teamwork, soft skills play a pivotal role in translating technical knowledge and capabilities into real-world applications.
The thesis of this article is that the successful development and application of AI requires a combination of soft skills and technical expertise. Technical competencies alone are not enough. Rather, it’s the combination and integration of soft and technical skills that truly unlocks the power of AI.
Next, this article focuses on the importance of soft skills in the AI landscape, highlighting how they complement and enhance technical abilities. The collaboration between these skill sets drives AI innovation.
Understanding Soft Skills in AI Teams
In the realm of AI, technical expertise often takes center stage. However, soft skills advance the successful outcomes of AI projects, as they facilitate effective communication, foster collaboration, and promote critical thinking. Soft skills are powerful facilitators of success.
Soft skills encompass a range of interpersonal and cognitive abilities that enable teams to work harmoniously, adapt to evolving challenges, and solve complex problems. In the AI landscape, where multidisciplinary teams come together to create innovative solutions, these soft skills are essential.
Effective communication stands at the forefront of soft skills in AI. AI teams must articulate complex technical concepts in a manner that is understandable to diverse stakeholders, including non-technical staff and internal or external customers/users. Clear communication promotes collaboration and ensures alignment of purpose and objectives throughout the AI development lifecycle.
Soft skills such as problem-solving and critical thinking are vital as well. AI teams frequently encounter multifaceted challenges, and it is through these soft skills that teams can identify potential bottlenecks, navigate complexities, and devise innovative solutions. By leveraging critical thinking, AI team members can evaluate different approaches, consider ethical implications, and make informed decisions that shape the development and application of AI systems.
Leadership and teamwork skills are also paramount. AI projects involve team members from diverse backgrounds, including data scientists, engineers, domain experts, designers, and others. Effective leadership enables the coordination of efforts and guides the project towards success. Similarly, teamwork skills foster an environment of trust and respect, promoting synergy among team members and enhancing overall productivity.
Recognizing the importance of soft skills in AI is crucial for fostering a balanced and effective team dynamic. It ensures that AI teams possess the interpersonal and cognitive abilities necessary to bring AI projects to fruition. The integration of soft skills alongside technical expertise sets the stage for a cohesive team capable of tackling complex AI challenges with agility and innovation.
The role of technical skills—including how they intersect with soft skills to create a powerful combination that drives success—are covered next.
The Role of Technical Skills in AI Teams
Technical skills provide the tools and knowledge required to design, build, and implement AI systems. This section explores the role that technical skills play in AI and their specific applications in various stages of AI projects.
Technical skills are essential for AI projects. They enable team members to translate concepts, theories, and algorithms into practical applications. However, technical skills alone are not sufficient for success. The collaborative nature of AI development and the need for a well-rounded AI team—including the synergy between technical skills and soft skills—is covered next.
The Power of Synergy: Soft Skills and Technical Skills in AI Teams
The convergence of soft skills and technical skills is where true innovation and breakthroughs occur. The successful development and application of AI systems rely not only on technical expertise but also on the harmonious integration of soft skills. Here’s some examples of the power of synergy between these skill sets, including how they work together to drive AI advancement:
The synergy between soft skills and technical skills is the catalyst that drives AI projects towards success. It enables AI teams to go beyond technical expertise and develop AI systems that address real-world problems effectively. By embracing a holistic approach that values both soft skills and technical skills, organizations can foster an environment where AI thrives, resulting in innovative solutions that have a positive impact on society.
Strategies for developing and nurturing soft skills are covered next.
Developing and Advancing Soft Skills in AI Teams
AI teams need soft skills to be successful. Organizations and teams should prioritize the development and advancement of these skills. Here are some strategies to enhance soft skills and foster a well-rounded AI workforce:
By implementing these strategies, organizations can cultivate a workforce that excels not only in technical skills but also in the essential soft skills required for AI success. Nurturing well-rounded AI professionals creates a collaborative and adaptive environment, where AI teams can effectively address complex challenges, drive innovation, and deliver impactful solutions.
The next section wraps up this exploration.
Conclusion
The successful development and application of AI systems rely on the synergy between soft skills and technical skills. While technical expertise forms the foundation, it's the integration of soft skills that elevates AI projects to new heights. Effective communication, collaboration, critical thinking, and leadership are among the key soft skills that enable AI teams to excel.
This article explored the significance of soft skills in AI, emphasizing their role in fostering effective teamwork, problem-solving, and innovation. It also acknowledged the indispensable role of technical skills in AI development, including programming languages, algorithms, data analysis, domain knowledge, and more.
Organizations can create well-rounded AI teams with a holistic set of abilities by embracing the power of synergy between soft skills and technical skills. AI team members with strong soft skills can effectively communicate their ideas, collaborate seamlessly, think critically, and provide leadership that empowers their teams.
To advance soft skills among AI professionals, organizations should invest in training programs, promote interdisciplinary collaboration, encourage continuous learning, and foster mentorship and coaching relationships. These efforts will help AI professionals develop the interpersonal and cognitive abilities necessary to thrive in the dynamic and collaborative AI landscape.
AI is a team sport that thrives on the confluence of soft skills and technical skills. By recognizing and embracing this synergy, organizations can unlock the full potential of AI, delivering innovative solutions that address real-world challenges and have a positive impact on the world.
Download a PDF of This Article
Select here to download this article as a PDF.
Bibliography
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How to Cite This Article
Graffius, Scott M. (2023, May 1). AI is a Team Sport: A Confluence of Diverse Technical and Soft Skills are Crucial for Success. Available at: https://scottgraffius.com/blog/files/successful-ai-teams.html. Digital Object Identifier (DOI): 10.13140/RG.2.2.20321.79200. DOI link: https://dx.doi.org/10.13140/RG.2.2.20321.79200.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 85 conferences and other events across 25 countries.
His full bio is available here.
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About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short URL for this article is: https://bit.ly/ai-teams
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
This article covers the significance of well-rounded AI teams, including how both soft and technical skills are critical and fuel success. It’s informed by Graffius' work on AI projects as well as research and coverage from DARPA, IBM, IEEE, MIT, Microsoft, Software Engineering Institute, Stanford University, United States Artificial Intelligence Institute, and others (all listed in the bibliography section of this article).
Introduction
Artificial Intelligence (AI) has emerged as a transformative force across a growing number of industries, revolutionizing how we live, work, and interact. From autonomous vehicles and virtual assistants to personalized recommendations and medical diagnoses, AI systems have become integral to our daily lives. Behind these cutting-edge, life-changing solutions are AI teams that possess a combination of soft skills—also known as core skills, interpersonal skills, people skills, power skills, transferable skills, or transversal skills—and technical expertise.
This article highlights the synergy between soft skills and technical skills in the world of AI. While technical skills provide the general foundation for AI development, it’s the soft skills that elevate AI projects to new heights. From effective communication and critical thinking to leadership and teamwork, soft skills play a pivotal role in translating technical knowledge and capabilities into real-world applications.
The thesis of this article is that the successful development and application of AI requires a combination of soft skills and technical expertise. Technical competencies alone are not enough. Rather, it’s the combination and integration of soft and technical skills that truly unlocks the power of AI.
Next, this article focuses on the importance of soft skills in the AI landscape, highlighting how they complement and enhance technical abilities. The collaboration between these skill sets drives AI innovation.
Understanding Soft Skills in AI Teams
In the realm of AI, technical expertise often takes center stage. However, soft skills advance the successful outcomes of AI projects, as they facilitate effective communication, foster collaboration, and promote critical thinking. Soft skills are powerful facilitators of success.
Soft skills encompass a range of interpersonal and cognitive abilities that enable teams to work harmoniously, adapt to evolving challenges, and solve complex problems. In the AI landscape, where multidisciplinary teams come together to create innovative solutions, these soft skills are essential.
Effective communication stands at the forefront of soft skills in AI. AI teams must articulate complex technical concepts in a manner that is understandable to diverse stakeholders, including non-technical staff and internal or external customers/users. Clear communication promotes collaboration and ensures alignment of purpose and objectives throughout the AI development lifecycle.
Soft skills such as problem-solving and critical thinking are vital as well. AI teams frequently encounter multifaceted challenges, and it is through these soft skills that teams can identify potential bottlenecks, navigate complexities, and devise innovative solutions. By leveraging critical thinking, AI team members can evaluate different approaches, consider ethical implications, and make informed decisions that shape the development and application of AI systems.
Leadership and teamwork skills are also paramount. AI projects involve team members from diverse backgrounds, including data scientists, engineers, domain experts, designers, and others. Effective leadership enables the coordination of efforts and guides the project towards success. Similarly, teamwork skills foster an environment of trust and respect, promoting synergy among team members and enhancing overall productivity.
Recognizing the importance of soft skills in AI is crucial for fostering a balanced and effective team dynamic. It ensures that AI teams possess the interpersonal and cognitive abilities necessary to bring AI projects to fruition. The integration of soft skills alongside technical expertise sets the stage for a cohesive team capable of tackling complex AI challenges with agility and innovation.
The role of technical skills—including how they intersect with soft skills to create a powerful combination that drives success—are covered next.
The Role of Technical Skills in AI Teams
Technical skills provide the tools and knowledge required to design, build, and implement AI systems. This section explores the role that technical skills play in AI and their specific applications in various stages of AI projects.
- Programming Languages and Algorithms: Proficiency in programming languages such as Python, Java, or R is essential. These languages enable team members to write efficient code, manipulate and analyze data, and implement machine learning algorithms. Understanding algorithms, from classic ones like linear regression to cutting-edge deep learning models, empowers AI professionals to leverage mathematical principles and statistical techniques to train and optimize AI systems.
- Data Analysis and Management: AI relies on data, making data analysis and management skills crucial. AI team members need to be adept at collecting, cleaning, and preprocessing data, ensuring its quality and relevance. They must possess the knowledge of statistical methods, data visualization techniques, and data engineering practices to extract insights from complex datasets and prepare them for AI model training.
- Machine Learning and Neural Networks: Technical skills in machine learning are at the heart of AI systems. Understanding machine learning algorithms, such as decision trees, support vector machines, or convolutional neural networks, enables AI team members to create models that can learn from data and make intelligent predictions or decisions. Expertise in neural networks and deep learning architectures equips professionals with the ability to develop complex models capable of handling tasks like image recognition, natural language processing, and reinforcement learning.
- AI Frameworks and Tools: Proficiency in AI frameworks and tools (such as TensorFlow, Keras, PyTorch, Caffe, Scikit-learn, and others) are essential for building AI systems efficiently. These frameworks provide pre-built modules, libraries, and APIs that simplify the implementation of AI algorithms and models. Technical skills in utilizing these tools effectively enable AI team members to accelerate the development process, streamline model training, and optimize system performance.
- Domain Knowledge and Application-Specific Skills: Technical skills also encompass domain knowledge and application-specific expertise. Understanding the nuances of the industry or problem domain in which AI is being applied allows professionals to tailor AI solutions to meet specific requirements. For example, healthcare-focused AI projects may require knowledge of medical terminologies and regulatory considerations, while AI solutions for financial services may demand expertise in risk assessment and fraud detection.
Technical skills are essential for AI projects. They enable team members to translate concepts, theories, and algorithms into practical applications. However, technical skills alone are not sufficient for success. The collaborative nature of AI development and the need for a well-rounded AI team—including the synergy between technical skills and soft skills—is covered next.
The Power of Synergy: Soft Skills and Technical Skills in AI Teams
The convergence of soft skills and technical skills is where true innovation and breakthroughs occur. The successful development and application of AI systems rely not only on technical expertise but also on the harmonious integration of soft skills. Here’s some examples of the power of synergy between these skill sets, including how they work together to drive AI advancement:
- Effective Communication and Technical Expertise: Communication bridges the gap between AI professionals and others who may not possess technical backgrounds. AI experts with strong communication skills can articulate complex technical concepts in plain English, ensuring that everyone involved understands the goals, challenges, and progress of the project. By effectively conveying ideas, AI professionals foster collaboration, gather valuable insights, and create a shared vision for AI initiatives.
- Collaboration and Problem-Solving: Collaboration is at the core of AI development, and soft skills such as teamwork, empathy, and active listening facilitate effective collaboration among diverse team members. AI teams with strong collaboration skills can effectively pool their technical expertise, brainstorm ideas, and solve complex problems together. By leveraging their collective intelligence and diverse perspectives, AI teams can overcome challenges, refine AI models, and optimize the performance of AI solutions.
- Critical Thinking and Technical Innovation: Critical thinking, coupled with technical expertise, leads to innovative AI solutions. AI professionals with strong critical thinking skills can evaluate different approaches, challenge assumptions, and identify potential shortcomings or biases in AI models. They can think creatively to address issues such as data biases or fairness concerns, ensuring that AI systems are developed responsibly and ethically.
- Leadership and Team Empowerment: Effective leadership in AI projects involves establishing and maintaining a collaborative and inclusive environment, empowering team members, and harnessing their full potential. AI leaders with exceptional interpersonal abilities can inspire and motivate their team, foster a culture of continuous learning, and provide guidance in navigating complex technical challenges. They encourage interdisciplinary collaboration, respect diverse perspectives, and drive the team towards achieving AI objectives.
The synergy between soft skills and technical skills is the catalyst that drives AI projects towards success. It enables AI teams to go beyond technical expertise and develop AI systems that address real-world problems effectively. By embracing a holistic approach that values both soft skills and technical skills, organizations can foster an environment where AI thrives, resulting in innovative solutions that have a positive impact on society.
Strategies for developing and nurturing soft skills are covered next.
Developing and Advancing Soft Skills in AI Teams
AI teams need soft skills to be successful. Organizations and teams should prioritize the development and advancement of these skills. Here are some strategies to enhance soft skills and foster a well-rounded AI workforce:
- Training Programs and Workshops: Implement specialized training programs and workshops focused on enhancing soft skills. Offer courses in effective communication, leadership (including how to navigate the phases of team development), problem-solving, critical thinking, and collaboration. These programs can provide AI professionals with the necessary tools and techniques to effectively apply soft skills in their work.
- Interdisciplinary Collaboration and Knowledge Sharing: Encourage interdisciplinary collaboration by creating opportunities for AI team members to work alongside experts from diverse fields such as psychology, design, ethics, and business. This collaboration allows for cross-pollination of ideas, encourages different perspectives, and broadens the skill set of AI teams. Foster a culture of knowledge sharing, where professionals can learn from each other and leverage their collective experiences and expertise.
- Real-World Project Engagement: Provide AI team members with opportunities to work on (other) real-world projects, allowing them to apply their soft skills in practical scenarios. Engaging in projects that involve interaction with clients, end-users, and stakeholders helps AI team members develop effective communication, problem-solving, and teamwork skills.
- Continuous Learning and Professional Development: Encourage AI team members to engage in continuous learning and professional development activities. This can include attending conferences, participating in webinars, reading industry publications, and pursuing certifications in relevant areas. Promote a growth mindset among AI team members, emphasizing the importance of lifelong learning and staying current with the latest developments in both technical and soft skills domains.
- Mentorship and Coaching: Establish mentorship and coaching programs where experienced AI professionals guide and support individuals with less experience. Mentors can provide valuable insights, share their experiences, and offer guidance on developing skills. Regular feedback and coaching sessions help AI professionals identify areas for improvement and provide targeted development opportunities.
By implementing these strategies, organizations can cultivate a workforce that excels not only in technical skills but also in the essential soft skills required for AI success. Nurturing well-rounded AI professionals creates a collaborative and adaptive environment, where AI teams can effectively address complex challenges, drive innovation, and deliver impactful solutions.
The next section wraps up this exploration.
Conclusion
The successful development and application of AI systems rely on the synergy between soft skills and technical skills. While technical expertise forms the foundation, it's the integration of soft skills that elevates AI projects to new heights. Effective communication, collaboration, critical thinking, and leadership are among the key soft skills that enable AI teams to excel.
This article explored the significance of soft skills in AI, emphasizing their role in fostering effective teamwork, problem-solving, and innovation. It also acknowledged the indispensable role of technical skills in AI development, including programming languages, algorithms, data analysis, domain knowledge, and more.
Organizations can create well-rounded AI teams with a holistic set of abilities by embracing the power of synergy between soft skills and technical skills. AI team members with strong soft skills can effectively communicate their ideas, collaborate seamlessly, think critically, and provide leadership that empowers their teams.
To advance soft skills among AI professionals, organizations should invest in training programs, promote interdisciplinary collaboration, encourage continuous learning, and foster mentorship and coaching relationships. These efforts will help AI professionals develop the interpersonal and cognitive abilities necessary to thrive in the dynamic and collaborative AI landscape.
AI is a team sport that thrives on the confluence of soft skills and technical skills. By recognizing and embracing this synergy, organizations can unlock the full potential of AI, delivering innovative solutions that address real-world challenges and have a positive impact on the world.
Download a PDF of This Article
Select here to download this article as a PDF.
Bibliography
All of the supplied links were functional when this article was published.
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- Mearian, Lucas (2023, February 24). Skills-Based Hiring Continues to Rise as Degree Requirements Fade. Computerworld. Available at: https://www.computerworld.com/article/3689170/skills-based-hiring-continues-to-rise-as-degree-requirements-fade.html.
- Microsoft (2019, June 15). Is the Latest Technology the Key to Your Team’s Success, or is There Something Else? Available at: https://devblogs.microsoft.com/premier-developer/is-the-latest-technology-the-key-to-your-teams-success-or-is-there-something-else.
- New South Wales Technical and Further Education Commission (TAFE NSW) (2019). Soft vs. Hard Skills: Why Successful Australian Businesses Need Both. Ultimo, New South Wales: TAFE NSW.
- O’Dea, Blathnaid (2023, February 17). These are the Top Skills AI and Analytics Professionals Need. Silicon Republic. Available at: https://www.siliconrepublic.com/advice/top-skills-ai-data-analytics-professionals-need.
- Organization for Economic Cooperation and Development (OECD) (n.d.). OECD Programme on AI in Work, Innovation, Productivity and Skills. Available at: https://oecd.ai/en/work-innovation-productivity-skills/key-themes/skills.
- Oswald, Andrew. J., Proto, Eugenio, & Sgroi, Daniel (2015). Happiness and Productivity. Journal of Labor Economics, 33 (4): 789-822.
- Project Management Institute (2020, March 10). Tomorrow's Teams Today: The Future of Teaming: Creative, Collaborative and Agile. Pulse of the Profession. Available at: https://www.pmi.org/learning/library/pulse-indepth-tomorrows-teams-today-11941.
- PwC (2017). Sizing the Prize: What’s the Real Value of AI for Your Business and How Can You Capitalise? PwC’s Global Artificial Intelligence Study: Exploiting the AI Revolution. Available at: https://www.pwc.com/gx/en/issues/data-and-analytics/publications/artificial-intelligence-study.html.
- Rayside, Derek (Ed.) (2023, March 29). Software Engineering Capstone Design Project Handbook (2023 Edition). Waterloo, Ontario, Canada: University of Waterloo.
- Romsey, Joseph (2020, November 30). 5 Tips to Help Workers Upskill and Adapt to Artificial Intelligence. Society for Human Resource Management (SHRM). Available at: https://www.shrm.org/resourcesandtools/hr-topics/technology/pages/how-hr-can-help-workers-upskill-and-adapt-to-artificial-intelligence-5-tips.aspx.
- Stanford University (2019, September). Gathering Strength, Gathering Storms. Stanford, CA: Stanford University.
- Tredinnick, Luke (2017). Artificial Intelligence and Professional Roles. Business Information Review, 34 (1): 37–41.
- Ungerleider, Neal (2023, January 1). AI and Jobs: The Human Angle. Available at: https://www.sap.com/denmark/insights/viewpoints/ai-jobs-human-angle.html.
- United Nations Educational, Scientific and Cultural Organization (UNESCO) (2021, July 2). AI Ethics: Another Step Closer to the Adoption of UNESCO’s Recommendation. Available at: https://en.unesco.org/news/ai-ethics-another-step-closer-adoption-unescos-recommendation-0.
- United States Artificial Intelligence Institute (USAII) (2022). Factsheet: Fast-Track Your Artificial Intelligence Career in 2023. Stamford, CT: USAII.
- United States Congress Committee on Science, Space, and Technology (2019, September 24). Artificial Intelligence and the Future of Work. Report for the One Hundred Sixteenth Congress. Available at: https://www.congress.gov/116/chrg/CHRG-116hhrg37740/CHRG-116hhrg37740.pdf.
- University of Leeds (2023, March 2). The Top 5 AI Skills You Need to Land a Job in Artificial Intelligence. Available at: https://pg-online.leeds.ac.uk/blogs/5-skills-needed-for-ai.
- World Manufacturing Foundation (2020). 2020 World Manufacturing Report: Manufacturing in the Age of Artificial Intelligence. Available at: https://worldmanufacturing.org/wp-content/uploads/WorldManufacturingForum2020_Report.pdf.
How to Cite This Article
Graffius, Scott M. (2023, May 1). AI is a Team Sport: A Confluence of Diverse Technical and Soft Skills are Crucial for Success. Available at: https://scottgraffius.com/blog/files/successful-ai-teams.html. Digital Object Identifier (DOI): 10.13140/RG.2.2.20321.79200. DOI link: https://dx.doi.org/10.13140/RG.2.2.20321.79200.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology leadership at 85 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short URL for this article is: https://bit.ly/ai-teams
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Scott M. Graffius' Content Featured by Erste Bank
05 July 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Select here to download a PDF of this article.
Erste Group Bank AG — a financial service provider serving 15.7 million clients in Central and Eastern Europe — featured Scott M. Graffius' Phases of Team Development material in their training.
The picture above shows Erste Bank using Graffius' Phases of Team Development material at their training session.
Erste Bank used the 2019 edition of the Phases of Team Development visual at their session. Graffius periodically updates this respective material. The image above shows the now-current (2023) edition of the Phases of Team Development visual.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short URL for this article is: https://bit.ly/erste-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Select here to download a PDF of this article.
Erste Group Bank AG — a financial service provider serving 15.7 million clients in Central and Eastern Europe — featured Scott M. Graffius' Phases of Team Development material in their training.
The picture above shows Erste Bank using Graffius' Phases of Team Development material at their training session.
Erste Bank used the 2019 edition of the Phases of Team Development visual at their session. Graffius periodically updates this respective material. The image above shows the now-current (2023) edition of the Phases of Team Development visual.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short URL for this article is: https://bit.ly/erste-2023
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Successful Video Game Development Teams Leverage an Extensive Range of Hard Skills and Soft Skills
15 July 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Behind every great video game is a team of creative and technical wizards. Creators, storytellers, designers, artists, developers, testers, and others collaborate and leverage a diverse range of hard skills (also known as technical skills) and soft skills (also known as interpersonal skills) to craft an exceptional end-product.
Here's a select listing of hard skills for video game development teams:
And here's a select listing of soft skills for video game development teams:
Of the many skills, one — a soft skill — is paramount. Activision Blizzard and other premiere developers and publishers of entertainment experiences identify teamwork as critical for the successful development of video games.
Informed by Scott M. Graffius’s first-hand work with game development teams as well as research and coverage from Activision Blizzard, Gameloft, International Game Developers Association, Microsoft, Rockstar Games, Sony Interactive Entertainment, and others, Graffius delivers a deep-dive on the essential teamwork skill based on the science of high-performing teams to audiences at game development conferences and other events. The information can provide attendees, their teams, and their organization with a competitive advantage!
Invited by conferences, businesses, professional organizations, governments, and universities, Graffius delivers talks and workshops on Agile, project management, and technology leadership — inclusive of AI, GameDev, TeamDev, and more. To date, he's delivered 87 sessions across 25 countries. Visit here for details on his upcoming and prior sessions.
Download a PDF of This Article
Select here to download a PDF of this article.
How to Cite This Article
Graffius, Scott M. (2023, July 15). Successful Video Game Development Teams Leverage an Extensive Range of Hard Skills and Soft Skills. Available at: https://scottgraffius.com/blog/files/gamedev.html. DOI: 10.13140/RG.2.2.31205.17124.
Request Permission
This material is © copyright 2023 Scott M. Graffius. All rights reserved. It may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
For a high resolution version of the image at the top of this article and to request permission to use it, email Scott M. Graffius.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI, GameDev, and more) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short link for this article is: https://bit.ly/gamedev7
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Behind every great video game is a team of creative and technical wizards. Creators, storytellers, designers, artists, developers, testers, and others collaborate and leverage a diverse range of hard skills (also known as technical skills) and soft skills (also known as interpersonal skills) to craft an exceptional end-product.
Here's a select listing of hard skills for video game development teams:
- Artificial intelligence (AI) and machine learning (ML)
- Animation (Maya, Blender, etc.)
- Art (Photoshop, Illustrator, Maya, etc.)
- Audio editing (Pro Tools, Logic Pro, etc.)
- Augmented Reality (AR) development
- Character and asset rigging
- Character design
- Cross-platform compatibility and porting
- Cross-platform development
- Data structures and algorithms
- Database management
- Environment design
- Game analytics and data-driven design
- Game design
- Game engines (Unity, Unreal Engine, etc.)
- Game optimization
- Game physics
- Game scripting languages (Blueprint in Unreal Engine, Python in Unity, etc.)
- Integrated development environment (IDE) (Rider, PyCharm, etc.)
- Level design (Unity, Unreal Engine, etc.)
- Lighting and shading
- Localization and internationalization
- Monetization strategies
- Motion capture
- Multi-threading and parallel computing
- Music composition
- Network programming
- Optimization for different platforms (PC, consoles, mobile, AR/VR)
- Player feedback management
- Procedural content generation
- Programming (C++, C#, Java, Python, etc.)
- Prop design
- Prototyping
- Quality assurance (QA) testing
- Rendering techniques
- Rigging and animation systems
- Scripting (Lua, JavaScript, etc.)
- Shader programming
- Software engineering
- Sound design
- Storyboarding
- Texture mapping and material creation
- User interface (UI)
- User experience (UX)
- Version control (Git, etc.)
- Visual effects (VFX)
- Virtual reality (VR)
- Web development for online games
- and more
And here's a select listing of soft skills for video game development teams:
- Adaptability
- Agility
- Analytical thinking
- Assertiveness
- Business etiquette
- Coaching
- Collaboration
- Communication (verbally and in writing)
- Composure
- Conflict management
- Constructive criticism
- Creativity
- Critical thinking
- Cultural awareness and sensitivity
- Customer service
- Decision making
- Delegation
- Dependability
- Diplomacy
- Emotional intelligence
- Empathy
- Ethical decision making
- Feedback (receiving and incorporating feedback to enhance professional growth)
- Flexibility
- Humility
- Initiative
- Integrity
- Interpersonal skills
- Interviewing skills
- Judgment
- Leadership
- Logical reasoning
- Mentoring
- Motivation
- Negotiation
- Networking (building connections and leveraging relationships for mutual benefit)
- Nonverbal communication
- Open-mindedness
- Optimism
- Organizational skills
- Patience
- Persistence
- Persuasion
- Positivity
- Presentation skills
- Problem-solving
- Professionalism
- Public speaking
- Resilience (bouncing back from setbacks and coping with adversity)
- Responsibility
- Self-awareness
- Self-management
- Self-motivation
- Service orientation
- Stress management (coping with pressure and maintaining emotional well-being)
- Systems thinking
- Team development
- Teamwork
- Time management
- Training
- Trustworthiness (being reliable and worthy of others’ confidence)
- Visualization
- and more
Of the many skills, one — a soft skill — is paramount. Activision Blizzard and other premiere developers and publishers of entertainment experiences identify teamwork as critical for the successful development of video games.
Informed by Scott M. Graffius’s first-hand work with game development teams as well as research and coverage from Activision Blizzard, Gameloft, International Game Developers Association, Microsoft, Rockstar Games, Sony Interactive Entertainment, and others, Graffius delivers a deep-dive on the essential teamwork skill based on the science of high-performing teams to audiences at game development conferences and other events. The information can provide attendees, their teams, and their organization with a competitive advantage!
Invited by conferences, businesses, professional organizations, governments, and universities, Graffius delivers talks and workshops on Agile, project management, and technology leadership — inclusive of AI, GameDev, TeamDev, and more. To date, he's delivered 87 sessions across 25 countries. Visit here for details on his upcoming and prior sessions.
Download a PDF of This Article
Select here to download a PDF of this article.
How to Cite This Article
Graffius, Scott M. (2023, July 15). Successful Video Game Development Teams Leverage an Extensive Range of Hard Skills and Soft Skills. Available at: https://scottgraffius.com/blog/files/gamedev.html. DOI: 10.13140/RG.2.2.31205.17124.
Request Permission
This material is © copyright 2023 Scott M. Graffius. All rights reserved. It may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
For a high resolution version of the image at the top of this article and to request permission to use it, email Scott M. Graffius.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI, GameDev, and more) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short link for this article is: https://bit.ly/gamedev7
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
National Park Service Features Scott M. Graffius' 'Phases of Team Development'
11 September 2023
BY SCOTT M. GRAFFIUS | ScottGraffius.com
Select here to download a PDF of this article.
The National Park Service (NPS), part of the United States Department of the Interior, included Scott M. Graffius' ‘Phases of Team Development’ work in their newsletter. Highlights follow.
The above visual provides an overview of pages 1, 2, and 3 of the NPS publication.
The above visual provides a singular view of page 3 of the NPS publication. The red arrow points to Graffius' 'Phases of Team Development.'
Graffius periodically updates his 'Phases of Team Development' work. The visual above shows the now-current (2023) edition of his work.
About Scott M. Graffius' 'Phases of Team Development'
Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.
With permission/a license from Graffius, his 'Phases of Team Development' work is used by businesses, professional associations, governments, and universities around the world. For more on my ‘Phases of Team Development,’ visit https://bit.ly/teams-2023.
About the National Park Service
The National Park Service (NPS) is an agency of the United States federal government within the U.S. Department of the Interior that manages all national parks, most national monuments, and other natural, historical, and recreational properties with various title designations. The U.S. Congress created the agency on August 25, 1916, through the National Park Service Organic Act. The NPS is headquartered in Washington, D.C., within the main headquarters of the Department of the Interior.
The NPS employs approximately 20,000 people in 425 individual units covering over 85 million acres in all 50 states, the District of Columbia, and U.S. territories. As of 2019, they had more than 279,000 volunteers. The agency is charged with a dual role of preserving the ecological and historical integrity of the places entrusted to its management while also making them available and accessible for public use and enjoyment.
Its mission statement is: “The National Park Service preserves unimpaired the natural and cultural resources and values of the National Park System for the enjoyment, education, and inspiration of this and future generations. The National Park Service cooperates with partners to extend the benefits of natural and cultural resource conservation and outdoor recreation throughout this country and the world.” Source: https://www.nps.gov/aboutus/index.htm.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
The short URL for this article is: https://bit.ly/nps-23.
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.
Select here to download a PDF of this article.
The National Park Service (NPS), part of the United States Department of the Interior, included Scott M. Graffius' ‘Phases of Team Development’ work in their newsletter. Highlights follow.
The above visual provides an overview of pages 1, 2, and 3 of the NPS publication.
The above visual provides a singular view of page 3 of the NPS publication. The red arrow points to Graffius' 'Phases of Team Development.'
Graffius periodically updates his 'Phases of Team Development' work. The visual above shows the now-current (2023) edition of his work.
About Scott M. Graffius' 'Phases of Team Development'
Informed by the research of Bruce W. Tuckman and Mary Ann C. Jensen, over 100 subsequent studies, and Scott M. Graffius' first-hand professional experience with, and analysis of, team leadership and performance, Graffius created his ‘Phases of Team Development’ as a unique perspective and visual conveying the five phases of team development — Forming, Storming, Norming, Performing, and Adjourning — inclusive of a graph showing how performance varies by phase, as well as the characteristics and strategies for each phase.
With permission/a license from Graffius, his 'Phases of Team Development' work is used by businesses, professional associations, governments, and universities around the world. For more on my ‘Phases of Team Development,’ visit https://bit.ly/teams-2023.
About the National Park Service
The National Park Service (NPS) is an agency of the United States federal government within the U.S. Department of the Interior that manages all national parks, most national monuments, and other natural, historical, and recreational properties with various title designations. The U.S. Congress created the agency on August 25, 1916, through the National Park Service Organic Act. The NPS is headquartered in Washington, D.C., within the main headquarters of the Department of the Interior.
The NPS employs approximately 20,000 people in 425 individual units covering over 85 million acres in all 50 states, the District of Columbia, and U.S. territories. As of 2019, they had more than 279,000 volunteers. The agency is charged with a dual role of preserving the ecological and historical integrity of the places entrusted to its management while also making them available and accessible for public use and enjoyment.
Its mission statement is: “The National Park Service preserves unimpaired the natural and cultural resources and values of the National Park System for the enjoyment, education, and inspiration of this and future generations. The National Park Service cooperates with partners to extend the benefits of natural and cultural resource conservation and outdoor recreation throughout this country and the world.” Source: https://www.nps.gov/aboutus/index.htm.
About Scott M. Graffius
Scott M. Graffius, PMP, SA, CSP-SM, CSP-PO, CSM, CSPO, SFE, ITIL, LSSGB is an agile project management practitioner, consultant, multi-award-winning author, and international keynote speaker. He is the Founder of Exceptional PPM and PMO Solutions™ and subsidiary Exceptional Agility™. He has generated over $1.9 billion of business value in aggregate for Global Fortune 500 businesses and other organizations he has served. Graffius and content from his books, talks, workshops, and more have been featured and used by businesses, professional associations, governments, and universities. Examples include Microsoft, Oracle, Broadcom, Cisco, Gartner, Project Management Institute, IEEE, Qantas, National Academy of Sciences, United States Department of Energy, New Zealand Ministry of Education, Yale University, Tufts University, and others. He has delighted audiences with dynamic and engaging talks and workshops on agile, project management, and technology (including AI) leadership at 87 conferences and other events across 25 countries.
His full bio is available here.
Connect with Scott on:
About Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions
Shifting customer needs are common in today's marketplace. Businesses must be adaptive and responsive to change while delivering an exceptional customer experience to be competitive.
There are a variety of frameworks supporting the development of products and services, and most approaches fall into one of two broad categories: traditional or agile. Traditional practices such as waterfall engage sequential development, while agile involves iterative and incremental deliverables. Organizations are increasingly embracing agile to manage projects, and best meet their business needs of rapid response to change, fast delivery speed, and more.
With clear and easy to follow instructions, the multi award-winning Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions book by Scott M. Graffius (Chris Hare and Colin Giffen, Technical Editors) helps the reader:
- Implement and use the most popular agile frameworkโScrum;
- Deliver products in short cycles with rapid adaptation to change, fast time-to-market, and continuous improvement; and
- Support innovation and drive competitive advantage.
Hailed by Literary Titan as “the book highlights the versatility of Scrum beautifully.”
Winner of 17 first place awards.
Agile Scrum: Your Quick Start Guide with Step-by-Step Instructions is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ญ๐บ Hungary
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฎ๐ฑ Israel
- ๐ฎ๐น Italy
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ณ๐ด Norway
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช UAE
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
About Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change
Thriving in today's marketplace frequently depends on making a transformation to become more agile. Those successful in the transition enjoy faster delivery speed and ROI, higher satisfaction, continuous improvement, and additional benefits.
Based on actual events, Agile Transformation: A Brief Story of How an Entertainment Company Developed New Capabilities and Unlocked Business Agility to Thrive in an Era of Rapid Change provides a quick (60-90 minute) read about a successful agile transformation at a multinational entertainment and media company, told from the author's perspective as an agile coach.
The award-winning book by Scott M. Graffius is available in paperback and ebook/Kindle in the United States and around the world. Some links by country follow.
- ๐ฆ๐บ Australia
- ๐ฆ๐น Austria
- ๐ง๐ท Brazil
- ๐จ๐ฆ Canada
- ๐จ๐ฟ Czech Republic
- ๐ฉ๐ฐ Denmark
- ๐ซ๐ฎ Finland
- ๐ซ๐ท France
- ๐ฉ๐ช Germany
- ๐ฌ๐ท Greece
- ๐ฎ๐ณ India
- ๐ฎ๐ช Ireland
- ๐ฏ๐ต Japan
- ๐ฑ๐บ Luxembourg
- ๐ฒ๐ฝ Mexico
- ๐ณ๐ฑ Netherlands
- ๐ณ๐ฟ New Zealand
- ๐ช๐ธ Spain
- ๐ธ๐ช Sweden
- ๐จ๐ญ Switzerland
- ๐ฆ๐ช United Arab Emirates
- ๐ฌ๐ง United Kingdom
- ๐บ๐ธ United States
- ๐ More countries
The short URL for this article is: https://bit.ly/nps-23.
© Copyright 2023 Scott M. Graffius. All rights reserved. This material may not be published, broadcast, rewritten or redistributed without the express written permission of Scott M. Graffius.