SlideShare uma empresa Scribd logo
1 de 16
T-shape Perspectives
August 2014
Tsummit.org
Basics
Employers
Government Priorities:
Entrepreneurial Researchers
Academic Priorities:
Liberal Arts + STEM
Design Thinking:
Customer Empathy + Problem Solving
Expertise Theory:
Interactional + Contributory
Need for T-Shaped Professionals:
ICT-enabled deep expert-thinking and broad complex-communications
Science and Engineering
Math and Operations Research
Computer Science & Info. Systems
Industrial and Systems Engineering
Business and Management
Economics and Social Sciences
Business Anthropology and Design
Organizational Change & Learning
Broad
Deep
Broad across many…
Deep in at least one…
Changing Nature of Work:
Increasing demand for expert thinking and complex communication
ICT tools augment human performance in these two key areas
-10
-5
0
5
10
15
1969 1974 1979 1984 1989 1994 1999
Levy, F, & Murnane, R. J. (2004). The New Division of Labor:
How Computers Are Creating the Next Job Market. Princeton University Press.
Based on U.S. Department of Labor’ Dictionary of Occupational Titles (DOT)
Expert Thinking
Complex Communication
Routine Manual
Non-routine Manual
Routine Cognitive
Increasing usage of descriptive terms
T-Shaped Professionals
Many disciplines Many systems
Deepinatleastonediscipline
Deepinatleastonesystem
Many projects, award winning in at least one
(challenge: improve a real-world system)
ICT augments human performance: problem solving (deep) and communication (broad)
© 2005 IBM Corporation
Service Research and Innovation | Almaden Research Center © 2007 IBM Corporation
SSMED – T-shaped professionals are adaptive innovators
Social Science
(People)
Management
(Business)
Engineering
(Technology)
Expert
Thinking
Complex Communications Across Fields
Tower of Babel
“Biggest problem in business
is people don’t know how to
talk to other people in the
language they understand.”
Charles Holliday, CEO Dupont
Based on slides by Jean Paul Jacob, IBM
Across industries
Across cultures
Across functions
Across disciplines
=
More experienced
More adaptive
More collaborative
Designed together

Mais conteúdo relacionado

Mais procurados

Future of learning 20180425 v1
Future of learning 20180425 v1Future of learning 20180425 v1
Future of learning 20180425 v1ISSIP
 
20211103 jim spohrer oecd ai_science_productivity_panel v5
20211103 jim spohrer oecd ai_science_productivity_panel v520211103 jim spohrer oecd ai_science_productivity_panel v5
20211103 jim spohrer oecd ai_science_productivity_panel v5ISSIP
 
Lumina service science 20130404 v4
Lumina service science 20130404 v4Lumina service science 20130404 v4
Lumina service science 20130404 v4ISSIP
 
Knowledge Workers And Context Construction
Knowledge Workers And Context ConstructionKnowledge Workers And Context Construction
Knowledge Workers And Context ConstructionFLACSO
 
20210908 jim spohrer naples forum_2021 v1
20210908 jim spohrer naples forum_2021 v120210908 jim spohrer naples forum_2021 v1
20210908 jim spohrer naples forum_2021 v1ISSIP
 
Data urban service science 20130617 v2
Data urban service science 20130617 v2Data urban service science 20130617 v2
Data urban service science 20130617 v2ISSIP
 
The Future of Work & Entreprneurship for the Underserved
The Future of Work & Entreprneurship for the UnderservedThe Future of Work & Entreprneurship for the Underserved
The Future of Work & Entreprneurship for the Underserved'JoAnn D. Rolle, Ph.D.
 
Robotisation of Knowledge and Service Work
Robotisation of Knowledge and Service WorkRobotisation of Knowledge and Service Work
Robotisation of Knowledge and Service WorkDr. Crispin Coombs
 
Ibm up external 20130407 v4
Ibm up external 20130407 v4Ibm up external 20130407 v4
Ibm up external 20130407 v4ISSIP
 
Future human capital_development_in_national_contexts
Future human capital_development_in_national_contextsFuture human capital_development_in_national_contexts
Future human capital_development_in_national_contextsLeapfrog Institutes
 
How to Offshore-Proof Your Career
How to Offshore-Proof Your CareerHow to Offshore-Proof Your Career
How to Offshore-Proof Your CareerNimble Hive
 
Colombia 20140326 v1
Colombia 20140326 v1Colombia 20140326 v1
Colombia 20140326 v1ISSIP
 
Zermatt summit t shapes 20131205 v1
Zermatt summit t shapes 20131205 v1Zermatt summit t shapes 20131205 v1
Zermatt summit t shapes 20131205 v1ISSIP
 
Choosing a Future - Grand Haven Michigan
Choosing a Future - Grand Haven MichiganChoosing a Future - Grand Haven Michigan
Choosing a Future - Grand Haven MichiganWhittaker Associates
 
Issip 2014028 v3
Issip 2014028 v3Issip 2014028 v3
Issip 2014028 v3ISSIP
 
Technical Writing Hinders Creativity
Technical Writing Hinders CreativityTechnical Writing Hinders Creativity
Technical Writing Hinders CreativityBCIT
 
Elliott 1998 Computers Labor Growth
Elliott 1998 Computers Labor GrowthElliott 1998 Computers Labor Growth
Elliott 1998 Computers Labor GrowthStuart Elliott
 

Mais procurados (19)

Future of learning 20180425 v1
Future of learning 20180425 v1Future of learning 20180425 v1
Future of learning 20180425 v1
 
20211103 jim spohrer oecd ai_science_productivity_panel v5
20211103 jim spohrer oecd ai_science_productivity_panel v520211103 jim spohrer oecd ai_science_productivity_panel v5
20211103 jim spohrer oecd ai_science_productivity_panel v5
 
Lumina service science 20130404 v4
Lumina service science 20130404 v4Lumina service science 20130404 v4
Lumina service science 20130404 v4
 
Knowledge Workers And Context Construction
Knowledge Workers And Context ConstructionKnowledge Workers And Context Construction
Knowledge Workers And Context Construction
 
20210908 jim spohrer naples forum_2021 v1
20210908 jim spohrer naples forum_2021 v120210908 jim spohrer naples forum_2021 v1
20210908 jim spohrer naples forum_2021 v1
 
Data urban service science 20130617 v2
Data urban service science 20130617 v2Data urban service science 20130617 v2
Data urban service science 20130617 v2
 
The Future of Work & Entreprneurship for the Underserved
The Future of Work & Entreprneurship for the UnderservedThe Future of Work & Entreprneurship for the Underserved
The Future of Work & Entreprneurship for the Underserved
 
Robotisation of Knowledge and Service Work
Robotisation of Knowledge and Service WorkRobotisation of Knowledge and Service Work
Robotisation of Knowledge and Service Work
 
Ibm up external 20130407 v4
Ibm up external 20130407 v4Ibm up external 20130407 v4
Ibm up external 20130407 v4
 
OUTSOURCING
OUTSOURCINGOUTSOURCING
OUTSOURCING
 
Futures of Work
Futures of WorkFutures of Work
Futures of Work
 
Future human capital_development_in_national_contexts
Future human capital_development_in_national_contextsFuture human capital_development_in_national_contexts
Future human capital_development_in_national_contexts
 
How to Offshore-Proof Your Career
How to Offshore-Proof Your CareerHow to Offshore-Proof Your Career
How to Offshore-Proof Your Career
 
Colombia 20140326 v1
Colombia 20140326 v1Colombia 20140326 v1
Colombia 20140326 v1
 
Zermatt summit t shapes 20131205 v1
Zermatt summit t shapes 20131205 v1Zermatt summit t shapes 20131205 v1
Zermatt summit t shapes 20131205 v1
 
Choosing a Future - Grand Haven Michigan
Choosing a Future - Grand Haven MichiganChoosing a Future - Grand Haven Michigan
Choosing a Future - Grand Haven Michigan
 
Issip 2014028 v3
Issip 2014028 v3Issip 2014028 v3
Issip 2014028 v3
 
Technical Writing Hinders Creativity
Technical Writing Hinders CreativityTechnical Writing Hinders Creativity
Technical Writing Hinders Creativity
 
Elliott 1998 Computers Labor Growth
Elliott 1998 Computers Labor GrowthElliott 1998 Computers Labor Growth
Elliott 1998 Computers Labor Growth
 

Destaque

Future Workforce: M-Shaped is the new T-Shaped
Future Workforce: M-Shaped is the new T-ShapedFuture Workforce: M-Shaped is the new T-Shaped
Future Workforce: M-Shaped is the new T-ShapedRachel Mercer
 
Why it's better to be T shaped...
Why it's better to be T shaped...Why it's better to be T shaped...
Why it's better to be T shaped...Tom Hoyland
 
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...T-Shaped Professional – What’s my T? or What distinguishes myself from being ...
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...Daniel S. Haischt
 
Salk presentation
Salk presentationSalk presentation
Salk presentationAolestaire
 
39 Rules to Help You Rock Your Next Presentation
39 Rules to Help You Rock Your Next Presentation39 Rules to Help You Rock Your Next Presentation
39 Rules to Help You Rock Your Next PresentationStan Phelps
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkVolker Hirsch
 

Destaque (11)

T shaped people
T shaped peopleT shaped people
T shaped people
 
Future Workforce: M-Shaped is the new T-Shaped
Future Workforce: M-Shaped is the new T-ShapedFuture Workforce: M-Shaped is the new T-Shaped
Future Workforce: M-Shaped is the new T-Shaped
 
MyT-Me How T-Shaped Am I?
MyT-Me How T-Shaped Am I?MyT-Me How T-Shaped Am I?
MyT-Me How T-Shaped Am I?
 
Why it's better to be T shaped...
Why it's better to be T shaped...Why it's better to be T shaped...
Why it's better to be T shaped...
 
ARE YOU THE BUS FACTOR?
ARE YOU THE BUS FACTOR?ARE YOU THE BUS FACTOR?
ARE YOU THE BUS FACTOR?
 
T-Shaped Designer
T-Shaped DesignerT-Shaped Designer
T-Shaped Designer
 
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...T-Shaped Professional – What’s my T? or What distinguishes myself from being ...
T-Shaped Professional – What’s my T? or What distinguishes myself from being ...
 
Salk presentation
Salk presentationSalk presentation
Salk presentation
 
Louis i kahan
Louis i kahanLouis i kahan
Louis i kahan
 
39 Rules to Help You Rock Your Next Presentation
39 Rules to Help You Rock Your Next Presentation39 Rules to Help You Rock Your Next Presentation
39 Rules to Help You Rock Your Next Presentation
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of Work
 

Semelhante a T shape perspectives 20150819 v2

Strategic Management of S&T Information for Innovation Promotion
Strategic Management of S&T Information for Innovation PromotionStrategic Management of S&T Information for Innovation Promotion
Strategic Management of S&T Information for Innovation PromotionRoberto C. S. Pacheco
 
Keen webinar my t mindset 20160428 v3
Keen webinar my t mindset 20160428 v3Keen webinar my t mindset 20160428 v3
Keen webinar my t mindset 20160428 v3ISSIP
 
Keynote 20221028 v5.pptx
Keynote 20221028 v5.pptxKeynote 20221028 v5.pptx
Keynote 20221028 v5.pptxISSIP
 
20220218 iess 2.2 v13
20220218 iess 2.2 v1320220218 iess 2.2 v13
20220218 iess 2.2 v13ISSIP
 
Essay On Women In Information Technology
Essay On Women In Information TechnologyEssay On Women In Information Technology
Essay On Women In Information TechnologyJessica Cannella
 
T6 20220713 v11.pptx
T6 20220713 v11.pptxT6 20220713 v11.pptx
T6 20220713 v11.pptxISSIP
 
2020204 jim spohrer kazakhstan 20200204 v5
2020204 jim spohrer kazakhstan 20200204 v52020204 jim spohrer kazakhstan 20200204 v5
2020204 jim spohrer kazakhstan 20200204 v5ISSIP
 
20210309 jim spohrer future ai v8
20210309 jim spohrer future ai v820210309 jim spohrer future ai v8
20210309 jim spohrer future ai v8ISSIP
 
20210519 jim spohrer sir rel future_ai v14
20210519 jim spohrer sir rel future_ai v1420210519 jim spohrer sir rel future_ai v14
20210519 jim spohrer sir rel future_ai v14ISSIP
 
2021006 jim spohrer bif hagel_panel v4
2021006 jim spohrer bif hagel_panel v42021006 jim spohrer bif hagel_panel v4
2021006 jim spohrer bif hagel_panel v4ISSIP
 
20220103 jim spohrer hicss v9
20220103 jim spohrer hicss v920220103 jim spohrer hicss v9
20220103 jim spohrer hicss v9ISSIP
 
2021202 jim spohrer denmark 20200202 v4a
2021202 jim spohrer denmark 20200202 v4a2021202 jim spohrer denmark 20200202 v4a
2021202 jim spohrer denmark 20200202 v4aISSIP
 
20210325 jim spohrer sir rel future_ai v10 copy
20210325 jim spohrer sir rel future_ai v10 copy20210325 jim spohrer sir rel future_ai v10 copy
20210325 jim spohrer sir rel future_ai v10 copyISSIP
 
Frontiers scope of service science 2011072 v1
Frontiers scope of service science 2011072 v1Frontiers scope of service science 2011072 v1
Frontiers scope of service science 2011072 v1ISSIP
 
Text Analytics for NLPers
Text Analytics for NLPersText Analytics for NLPers
Text Analytics for NLPersSeth Grimes
 
20210303 jim spohrer service science_ai v7
20210303 jim spohrer service science_ai v720210303 jim spohrer service science_ai v7
20210303 jim spohrer service science_ai v7ISSIP
 
Knowledge Engineering, Electronic Government and the applications to Scientom...
Knowledge Engineering, Electronic Government and the applications to Scientom...Knowledge Engineering, Electronic Government and the applications to Scientom...
Knowledge Engineering, Electronic Government and the applications to Scientom...Roberto C. S. Pacheco
 
Social Computing: From Social Informatics to Social Intelligence
Social Computing: From Social Informatics to Social IntelligenceSocial Computing: From Social Informatics to Social Intelligence
Social Computing: From Social Informatics to Social IntelligenceTeklu_U
 

Semelhante a T shape perspectives 20150819 v2 (20)

Strategic Management of S&T Information for Innovation Promotion
Strategic Management of S&T Information for Innovation PromotionStrategic Management of S&T Information for Innovation Promotion
Strategic Management of S&T Information for Innovation Promotion
 
Keen webinar my t mindset 20160428 v3
Keen webinar my t mindset 20160428 v3Keen webinar my t mindset 20160428 v3
Keen webinar my t mindset 20160428 v3
 
Keynote 20221028 v5.pptx
Keynote 20221028 v5.pptxKeynote 20221028 v5.pptx
Keynote 20221028 v5.pptx
 
20220218 iess 2.2 v13
20220218 iess 2.2 v1320220218 iess 2.2 v13
20220218 iess 2.2 v13
 
Essay On Women In Information Technology
Essay On Women In Information TechnologyEssay On Women In Information Technology
Essay On Women In Information Technology
 
T6 20220713 v11.pptx
T6 20220713 v11.pptxT6 20220713 v11.pptx
T6 20220713 v11.pptx
 
2020204 jim spohrer kazakhstan 20200204 v5
2020204 jim spohrer kazakhstan 20200204 v52020204 jim spohrer kazakhstan 20200204 v5
2020204 jim spohrer kazakhstan 20200204 v5
 
20210309 jim spohrer future ai v8
20210309 jim spohrer future ai v820210309 jim spohrer future ai v8
20210309 jim spohrer future ai v8
 
20210519 jim spohrer sir rel future_ai v14
20210519 jim spohrer sir rel future_ai v1420210519 jim spohrer sir rel future_ai v14
20210519 jim spohrer sir rel future_ai v14
 
Techno-politics. Hacking for positive social change
Techno-politics. Hacking for positive social changeTechno-politics. Hacking for positive social change
Techno-politics. Hacking for positive social change
 
2021006 jim spohrer bif hagel_panel v4
2021006 jim spohrer bif hagel_panel v42021006 jim spohrer bif hagel_panel v4
2021006 jim spohrer bif hagel_panel v4
 
20220103 jim spohrer hicss v9
20220103 jim spohrer hicss v920220103 jim spohrer hicss v9
20220103 jim spohrer hicss v9
 
2021202 jim spohrer denmark 20200202 v4a
2021202 jim spohrer denmark 20200202 v4a2021202 jim spohrer denmark 20200202 v4a
2021202 jim spohrer denmark 20200202 v4a
 
20210325 jim spohrer sir rel future_ai v10 copy
20210325 jim spohrer sir rel future_ai v10 copy20210325 jim spohrer sir rel future_ai v10 copy
20210325 jim spohrer sir rel future_ai v10 copy
 
Frontiers scope of service science 2011072 v1
Frontiers scope of service science 2011072 v1Frontiers scope of service science 2011072 v1
Frontiers scope of service science 2011072 v1
 
Text Analytics for NLPers
Text Analytics for NLPersText Analytics for NLPers
Text Analytics for NLPers
 
20210303 jim spohrer service science_ai v7
20210303 jim spohrer service science_ai v720210303 jim spohrer service science_ai v7
20210303 jim spohrer service science_ai v7
 
Knowledge Engineering, Electronic Government and the applications to Scientom...
Knowledge Engineering, Electronic Government and the applications to Scientom...Knowledge Engineering, Electronic Government and the applications to Scientom...
Knowledge Engineering, Electronic Government and the applications to Scientom...
 
Social Computing: From Social Informatics to Social Intelligence
Social Computing: From Social Informatics to Social IntelligenceSocial Computing: From Social Informatics to Social Intelligence
Social Computing: From Social Informatics to Social Intelligence
 
Siop impact of social media
Siop impact of social mediaSiop impact of social media
Siop impact of social media
 

Mais de ISSIP

AI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxAI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxISSIP
 
Semiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxSemiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxISSIP
 
Semiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxSemiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxISSIP
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxISSIP
 
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerUCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerISSIP
 
Brno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxBrno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxISSIP
 
Brno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxBrno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxISSIP
 
Brno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxBrno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxISSIP
 
Brno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxBrno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxISSIP
 
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxNordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxISSIP
 
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptxISSIP
 
Bayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxBayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxISSIP
 
NextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxNextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxISSIP
 
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxEIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxISSIP
 
Ntegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxNtegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxISSIP
 
ICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxISSIP
 
Spohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxSpohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxISSIP
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxISSIP
 
Worker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxWorker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxISSIP
 
Spohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxSpohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxISSIP
 

Mais de ISSIP (20)

AI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptxAI and Education 20240327 v16 for Northeastern.pptx
AI and Education 20240327 v16 for Northeastern.pptx
 
Semiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptxSemiconductors 20240320 v14 corrected slides.pptx
Semiconductors 20240320 v14 corrected slides.pptx
 
Semiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptxSemiconductors 20240320 v14 Narayanasamy event.pptx
Semiconductors 20240320 v14 Narayanasamy event.pptx
 
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptxUCSC-SV HCI_Masters 20240308 v13 AI.pptx
UCSC-SV HCI_Masters 20240308 v13 AI.pptx
 
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_CareerUCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
UCSC Tech4Good 20240306 v12 David_Lee Leadership_and_Career
 
Brno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptxBrno-IESS 20240207 service-science ai-era v12.pptx
Brno-IESS 20240207 service-science ai-era v12.pptx
 
Brno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptxBrno-IESS 20240207 v11 service-science ai.pptx
Brno-IESS 20240207 v11 service-science ai.pptx
 
Brno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptxBrno-IESS 20240205 v9 service-science ai.pptx
Brno-IESS 20240205 v9 service-science ai.pptx
 
Brno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptxBrno-IESS 20240206 v10 service science ai.pptx
Brno-IESS 20240206 v10 service science ai.pptx
 
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptxNordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
NordicHouse 20240116 AI Quantum IFTF dfiscussionv7.pptx
 
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx20240104 HICSS  Panel on AI and Legal Ethical 20240103 v7.pptx
20240104 HICSS Panel on AI and Legal Ethical 20240103 v7.pptx
 
Bayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptxBayesian_40Years_Celebration 20231217 v2.pptx
Bayesian_40Years_Celebration 20231217 v2.pptx
 
NextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptxNextCollab Hallucinations 202311280 v1.pptx
NextCollab Hallucinations 202311280 v1.pptx
 
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptxEIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
EIT-Digital_Spohrer_AI_Intro 20231128 v1.pptx
 
Ntegra 20231003 v3.pptx
Ntegra 20231003 v3.pptxNtegra 20231003 v3.pptx
Ntegra 20231003 v3.pptx
 
ICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptxICServ2023 20230914 v8.pptx
ICServ2023 20230914 v8.pptx
 
Spohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptxSpohrer Open Innovation Reflections 20230911 v2.pptx
Spohrer Open Innovation Reflections 20230911 v2.pptx
 
Spohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptxSpohrer Terraces 20230711 v17.pptx
Spohrer Terraces 20230711 v17.pptx
 
Worker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptxWorker Productivity 20230628 v1.pptx
Worker Productivity 20230628 v1.pptx
 
Spohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptxSpohrer GAMP 20230628 v17.pptx
Spohrer GAMP 20230628 v17.pptx
 

Último

Millenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxMillenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxJanEmmanBrigoli
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPCeline George
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptxmary850239
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
The Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsThe Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsRommel Regala
 
4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptxmary850239
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSJoshuaGantuangco2
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONHumphrey A Beña
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parentsnavabharathschool99
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Seán Kennedy
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptxmary850239
 
Dust Of Snow By Robert Frost Class-X English CBSE
Dust Of Snow By Robert Frost Class-X English CBSEDust Of Snow By Robert Frost Class-X English CBSE
Dust Of Snow By Robert Frost Class-X English CBSEaurabinda banchhor
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 

Último (20)

Millenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptxMillenials and Fillennials (Ethical Challenge and Responses).pptx
Millenials and Fillennials (Ethical Challenge and Responses).pptx
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptxLEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
LEFT_ON_C'N_ PRELIMS_EL_DORADO_2024.pptx
 
How to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERPHow to do quick user assign in kanban in Odoo 17 ERP
How to do quick user assign in kanban in Odoo 17 ERP
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
The Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World PoliticsThe Contemporary World: The Globalization of World Politics
The Contemporary World: The Globalization of World Politics
 
4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx4.18.24 Movement Legacies, Reflection, and Review.pptx
4.18.24 Movement Legacies, Reflection, and Review.pptx
 
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTSGRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
GRADE 4 - SUMMATIVE TEST QUARTER 4 ALL SUBJECTS
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
Choosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for ParentsChoosing the Right CBSE School A Comprehensive Guide for Parents
Choosing the Right CBSE School A Comprehensive Guide for Parents
 
Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...Student Profile Sample - We help schools to connect the data they have, with ...
Student Profile Sample - We help schools to connect the data they have, with ...
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx
 
Dust Of Snow By Robert Frost Class-X English CBSE
Dust Of Snow By Robert Frost Class-X English CBSEDust Of Snow By Robert Frost Class-X English CBSE
Dust Of Snow By Robert Frost Class-X English CBSE
 
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptxINCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
INCLUSIVE EDUCATION PRACTICES FOR TEACHERS AND TRAINERS.pptx
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 

T shape perspectives 20150819 v2

  • 3.
  • 4.
  • 5.
  • 6.
  • 13. Need for T-Shaped Professionals: ICT-enabled deep expert-thinking and broad complex-communications Science and Engineering Math and Operations Research Computer Science & Info. Systems Industrial and Systems Engineering Business and Management Economics and Social Sciences Business Anthropology and Design Organizational Change & Learning Broad Deep Broad across many… Deep in at least one…
  • 14. Changing Nature of Work: Increasing demand for expert thinking and complex communication ICT tools augment human performance in these two key areas -10 -5 0 5 10 15 1969 1974 1979 1984 1989 1994 1999 Levy, F, & Murnane, R. J. (2004). The New Division of Labor: How Computers Are Creating the Next Job Market. Princeton University Press. Based on U.S. Department of Labor’ Dictionary of Occupational Titles (DOT) Expert Thinking Complex Communication Routine Manual Non-routine Manual Routine Cognitive Increasing usage of descriptive terms
  • 15. T-Shaped Professionals Many disciplines Many systems Deepinatleastonediscipline Deepinatleastonesystem Many projects, award winning in at least one (challenge: improve a real-world system) ICT augments human performance: problem solving (deep) and communication (broad)
  • 16. © 2005 IBM Corporation Service Research and Innovation | Almaden Research Center © 2007 IBM Corporation SSMED – T-shaped professionals are adaptive innovators Social Science (People) Management (Business) Engineering (Technology) Expert Thinking Complex Communications Across Fields Tower of Babel “Biggest problem in business is people don’t know how to talk to other people in the language they understand.” Charles Holliday, CEO Dupont Based on slides by Jean Paul Jacob, IBM Across industries Across cultures Across functions Across disciplines = More experienced More adaptive More collaborative Designed together