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Day of Data: Skills for the Future




                                Skills for the Future
                                         Steven Miller

                                             IBM




                                                         © 2012 IBM Corporation

1
Day of Data: Skills for the Future


    Would you hire Sheldon Cooper?




                                         © 2012 IBM Corporation

2
Day of Data: Skills for the Future



    T shaped employee
                                         Cross disciplinary skills




           Primary field of study




                                          T                          © 2012 IBM Corporation

3
Day of Data: Skills for the Future


    Future Work Skills 2020
    Institute of the Future




     bit.ly/thefutureofwork


                                         © 2012 IBM Corporation

4
Day of Data: Skills for the Future


    Does ‘T-shaped’ go far enough?
    Does a data scientist need to be Pi-shaped?

                                         Cross disciplinary Skills




     Data Scientist                                                  Deep domain skills




                                                                              © 2012 IBM Corporation

5
Day of Data: Skills for the Future




               bit.ly/bigdatagap




                                         © 2012 IBM Corporation

6
Day of Data: Skills for the Future




                                         © 2012 IBM Corporation

7
Day of Data: Skills for the Future




                                         © 2012 IBM Corporation

8
Day of Data: Skills for the Future




                                         © 2012 IBM Corporation

9
Day of Data: Skills for the Future




                                          © 2012 IBM Corporation

10
Day of Data: Skills for the Future




                                          © 2012 IBM Corporation

11
Day of Data: Skills for the Future



     Data Scientist
     Actual description from LinkSmart




                                          © 2012 IBM Corporation

12
Day of Data: Skills for the Future



     Enterprise Information Architect
                     Create & manage enterprise information systems to meet
                                     defined business needs
                  Manage both structured and unstructured information
                  Define and manage information flow between the many information sources
                   used by the company
                  Define information architecture for the enterprise
                  Design appropriate centralized or distributed systems, as required by the
                   business
                  Ensure fast and efficient access to organizational data to the user community
                   with high availability
                  Provide appropriate information storage and lifecycle management
                  Oversee the evaluation and define appropriate hardware, software and
                   processes to manage the company’s information assets


                                                                                          © 2012 IBM Corporation

13
Day of Data: Skills for the Future



     Enterprise Governance Architect

                  Define & manage the quality, consistency, usability, security,
                                & availability of information
                  Ensure compliance with local, state, federal, and international regulations
                  Define and protect key organizational information assets
                  Define and manage processes to ensure data quality and remediate data errors
                  Define and manage appropriate levels of security at many levels (ie. network,
                   platform, application, database, and user-level security)
                  Define processes to protect against security issues such as identity and data
                   theft
                  Define processes to ensure appropriate testing occurs before implementing
                   changes in the information systems




                                                                                        © 2012 IBM Corporation

14
Day of Data: Skills for the Future



     Information & Analytics Professionals of the Future




                                                 © 2012 IBM Corporation

15
Day of Data: Skills for the Future



     Partner with academia in 4 focus areas


                                                        “Data Science”
                                                        Data Scientists
                                                          “Quants”

                                                                             Master’s in IT
                                          MBA’s                           Information Architects
                                    Business Analysts                         Data Stewards



                                                    Core Competencies
                                                         All Students




                                                                                                   © 2012 IBM Corporation

16
Day of Data: Skills for the Future



       Build big data core skills @ BigDataUniversity

      Flexible on-line delivery allows
       learning @your place and
       @your pace

      Free courses, free study materials

      Cloud-based sandbox for exercises –
       zero setup

      23000+ registered students




                                                    © 2012 IBM Corporation

17
Day of Data: Skills for the Future



     Follow me on twitter @brandsteve




                                          © 2012 IBM Corporation

18

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Day of data: skills for the future

  • 1. Day of Data: Skills for the Future Skills for the Future Steven Miller IBM © 2012 IBM Corporation 1
  • 2. Day of Data: Skills for the Future Would you hire Sheldon Cooper? © 2012 IBM Corporation 2
  • 3. Day of Data: Skills for the Future T shaped employee Cross disciplinary skills Primary field of study T © 2012 IBM Corporation 3
  • 4. Day of Data: Skills for the Future Future Work Skills 2020 Institute of the Future bit.ly/thefutureofwork © 2012 IBM Corporation 4
  • 5. Day of Data: Skills for the Future Does ‘T-shaped’ go far enough? Does a data scientist need to be Pi-shaped? Cross disciplinary Skills Data Scientist Deep domain skills © 2012 IBM Corporation 5
  • 6. Day of Data: Skills for the Future bit.ly/bigdatagap © 2012 IBM Corporation 6
  • 7. Day of Data: Skills for the Future © 2012 IBM Corporation 7
  • 8. Day of Data: Skills for the Future © 2012 IBM Corporation 8
  • 9. Day of Data: Skills for the Future © 2012 IBM Corporation 9
  • 10. Day of Data: Skills for the Future © 2012 IBM Corporation 10
  • 11. Day of Data: Skills for the Future © 2012 IBM Corporation 11
  • 12. Day of Data: Skills for the Future Data Scientist Actual description from LinkSmart © 2012 IBM Corporation 12
  • 13. Day of Data: Skills for the Future Enterprise Information Architect Create & manage enterprise information systems to meet defined business needs  Manage both structured and unstructured information  Define and manage information flow between the many information sources used by the company  Define information architecture for the enterprise  Design appropriate centralized or distributed systems, as required by the business  Ensure fast and efficient access to organizational data to the user community with high availability  Provide appropriate information storage and lifecycle management  Oversee the evaluation and define appropriate hardware, software and processes to manage the company’s information assets © 2012 IBM Corporation 13
  • 14. Day of Data: Skills for the Future Enterprise Governance Architect Define & manage the quality, consistency, usability, security, & availability of information  Ensure compliance with local, state, federal, and international regulations  Define and protect key organizational information assets  Define and manage processes to ensure data quality and remediate data errors  Define and manage appropriate levels of security at many levels (ie. network, platform, application, database, and user-level security)  Define processes to protect against security issues such as identity and data theft  Define processes to ensure appropriate testing occurs before implementing changes in the information systems © 2012 IBM Corporation 14
  • 15. Day of Data: Skills for the Future Information & Analytics Professionals of the Future © 2012 IBM Corporation 15
  • 16. Day of Data: Skills for the Future Partner with academia in 4 focus areas “Data Science” Data Scientists “Quants” Master’s in IT MBA’s Information Architects Business Analysts Data Stewards Core Competencies All Students © 2012 IBM Corporation 16
  • 17. Day of Data: Skills for the Future Build big data core skills @ BigDataUniversity  Flexible on-line delivery allows learning @your place and @your pace  Free courses, free study materials  Cloud-based sandbox for exercises – zero setup  23000+ registered students © 2012 IBM Corporation 17
  • 18. Day of Data: Skills for the Future Follow me on twitter @brandsteve © 2012 IBM Corporation 18

Hinweis der Redaktion

  1. http://www.techployment.com/wp-content/uploads/2012/02/LinkSmart_-_Data_Scientist_Job_Description.pdf