Big Data Careers

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The data economy is driving an incredible rate of innovation. New job roles are emerging, existing job roles are evolving. While much of the hype has focused on the data scientist role it's just one of many.

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  • http://www.viva-viva.cahttp://students.sfu.ca/calendar/interactive-arts-technology/visual-analytics-grad-cert.htmlNeed to verify if Middlesex is partnered with IBM in any way.
  • Big Data Careers

    1. 1. @ 2014 IBM Corporation It’s all about the data April 2014 How All Data is Changing Everything Career Perspectives
    2. 2. @ 2014 IBM Corporation@ 2014 IBM Corporation Internet of Things Mobile Social Cloud E-commerce E-content Trends Shaping the future
    3. 3. @ 2014 IBM Corporation@ 2014 IBM Corporation Data makes everything possible…
    4. 4. @ 2014 IBM Corporation@ 2014 IBM Corporation Monetization Brokering Differentiation R. “Ray” Wang http://blogs.hbr.org/2012/12/what-a-big-data-business-model/ Trends Shaping the future of Data
    5. 5. @ 2014 IBM Corporation@ 2014 IBM Corporation http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century
    6. 6. @ 2014 IBM Corporation@ 2014 IBM Corporation http://www.cutter.com/bia/fulltext/reports/2013/02/index.html http://ibmdatamag.com/2013/02/i-am-an-information-strategist
    7. 7. @ 2014 IBM Corporation@ 2014 IBM Corporation Data Policy is fast growing too http://jobs.walmart.com/us/united-states/legal,-compliance-and- ethics/jobid4414643-senior-manager-business-analytics-%EF%B9%A0-strategy-ethics
    8. 8. @ 2014 IBM Corporation@ 2014 IBM Corporation Data skills needed elsewhere too  Law & Government – Data law – Open Data  Business – Business schools are aggressively tackling analytics, but building skills to address larger implications of data is often a gap: • MBA programs, business analytics programs, and information systems programs (which often reside within business schools) typically have minimal curriculum spanning the larger issues of data  Literacy for all (students & professionals) – Data literacy – Analytics literacy  Field specific competency – Bio/health informatics is just the beginning http://bit.ly/XZcji7 http://bit.ly/15A1PIE
    9. 9. @ 2014 IBM Corporation@ 2014 IBM Corporation  Data Scientists  Data Engineers  Chief Data Officers  Data Policy Roles  Big Data Architects  Visual Analysts  Big Data Developers  Business Analysts Emerging & evolving Big Data job roles
    10. 10. @ 2014 IBM Corporation@ 2014 IBM Corporation Today’s reality – It’s early days – anyone who wants to call themselves a data scientist – can and does – No consensus • Is someone who applies ‘data science’ skill a data scientist? • Or is a data scientist something more? What is a data scientist?
    11. 11. @ 2014 IBM Corporation@ 2014 IBM Corporation Data Scientists are curious: exploring, asking questions, doing “what if” analysis, questioning existing assumptions and processes Discipline incorporates skills across: • Data Strategy, Governance, Ethics • Analytics (descriptive, predictive, prescriptive, decisive) • Data Visualization, Storytelling • Computer Programming • Data Mining • Data Engineering • Machine Learning Example Programs: Common titles: • Data Scientist • Decision Scientist • Analytics Specialist • Predictive Modeler • Data Visualization Specialist • Machine Learning Engineer • Computational Scientist Master of Science in AnalyticsData Science Certificate
    12. 12. @ 2014 IBM Corporation@ 2014 IBM Corporation Data Engineers can select, engineer, and deploy the data layer for web-scale and big data analytics solutions collaborating with full-stack developers, IT architects, and data scientists. Discipline incorporates skills across: • Computer Programming • Data Engineering • Data Architecture • Data Integration • Data Modeling • Data Quality Example Programs: Common titles: • Data Engineer • Data Integration Engineer • Data Infrastructure Engineer • Data Layer Developer • Data Modeler • Database Designer • Integration Developer MS in Computer Information Systems
    13. 13. @ 2014 IBM Corporation@ 2014 IBM Corporation Chief Data Officers understand how to use data to create strategic opportunities; responsible for organizational data strategy & governance Discipline incorporates skills across: • Data Strategy • Data Policy, Governance, Law, Ethics • Enterprise & Cloud Data Architecture • Data Engineering • Data Warehousing • Information Integration • Data Science & Analytics Example Programs: Where will the CDO come from? • Data Architect • Data Engineer • Data Warehouse / Business Intelligence Architect • Information Architect • Information Strategist • Director/VP Data Management
    14. 14. @ 2014 IBM Corporation@ 2014 IBM Corporation Data Policy Pros strategically manage data across the enterprise, while ensuring high levels of data quality, integrity, availability, security, and privacy. Discipline incorporates skills across: • Data Architecture • Data Lifecycle / Data Supply Chain • Data Privacy & Security • Data Quality • Master Data Management • Understanding & compliance with business rules; laws & regulations Example Programs: Common titles: • Data Curator / Steward • Data Governance Specialist / Lead • Data Architect - Governance • Data Privacy Manager • Compliance Manager - Data Management • Master Data Management Architect Master of Information Management MS in Information Management
    15. 15. @ 2014 IBM Corporation@ 2014 IBM Corporation Big Data Architects create enduring data blueprints to enable an organization to take strategic advantage of all data, big or small. Ensures the data layer architecture provides enterprise scale services. Discipline incorporates skills across: • Enterprise IT / Data Architecture • Database Engineering / Performance Optimization • Data Governance • Data Warehousing • Information Integration • Data Science & Analytics Example Programs: Common titles: • Data Architect • Data Warehouse Architect • Business Intelligence Architect • Data Engineer • Information Architect • Information Strategist • Director/VP Data Management Masters in Information Technology & Management MS in Information Systems
    16. 16. @ 2014 IBM Corporation@ 2014 IBM Corporation Visual Analysts promote the effective use of interactive visual information systems in dealing with complex and data-rich problems in organizations & society Discipline incorporates skills across: • Visual Information Systems • Data Storytelling / Narrative • Human Cognition • Statistical Modeling • Analytical Reasoning • Data Management • Information Privacy Example Programs: Common titles: • Visualization Developer / Engineer • Visualization Data / Information Specialist • Visual Designer • Director, Visual Analysis • Visual Analytics Researcher • Data / Digital Storyteller Certificate in Visual Analytics
    17. 17. @ 2014 IBM Corporation@ 2014 IBM Corporation Big Data Developers combine skills in software engineering, statistics & machine learning, and complex systems architectures to manage data at extreme scale. Discipline incorporates skills across: • Computer Science • Computational Analytics • Machine Learning • Database Engineering • Systems Engineering & Architecture Example Programs: Common titles: • NoSQL* software engineer / architect • Machine Learning software engineer / architect • Algorithms engineer / designer • BI / analytics developer / architect MS in Computer Science
    18. 18. @ 2014 IBM Corporation@ 2014 IBM Corporation Business Analysts combine deep analytics skills with strong communication skills and strategic mind set to transform data into a competitive asset. Discipline incorporates skills across: • Data Driven Business Strategy • Industry specific experience • Critical & Analytical Methods • Analytics Driven Decision Making • Communicate Analytical Findings • Understanding of legal & ethical implications of data analysis Example Programs: Common titles: • Business Analyst • Data Analyst • Market Analyst • Financial Analyst • Supply Chain Analyst • Business Planning • Business Strategist Msc in Business AnalyticsMS in Business Analytics MS in Marketing Analytics
    19. 19. @ 2014 IBM Corporation@ 2014 IBM Corporation  Big Data University  IBMdatamag  Academic Initiative  Faculty Grants  Big Data & Analytics EdCon 2013  Analytics Zone  Visualizations Select IBM big data & analytics resources
    20. 20. @ 2014 IBM Corporation@ 2014 IBM Corporation http://www.ibm.com/developerworks/bigdata/
    21. 21. @ 2014 IBM Corporation@ 2014 IBM Corporation http://bigdatauniversity.com
    22. 22. @ 2014 IBM Corporation@ 2014 IBM Corporation http://IBMdatamag.com
    23. 23. @ 2014 IBM Corporation@ 2014 IBM Corporation http://ibm.com/ibm/university/academic/pub/page/academic_initiative
    24. 24. @ 2014 IBM Corporation@ 2014 IBM Corporation IBM University Programs Academic Awards for Information & Analytics Curriculum Development 2014 Program is now open. Seeking proposals for new curricula addressing areas of interest:  Internet of Everything, anything imaginable can be sensed, measured, controlled, analyzed, …Open Data  Context aware computing  Analytics for everything imaginable  Data Journalism  Evidence-based decision making  Shift from Systems of Record to Systems of Engagement  Data Policy: Both literacy and deep talent with privacy, security, and ethics skill  Web-scale systems to planet-scale systems  Natural Language being used in all forms of engagement with systems that can understand, optimize and respond 2013 program  92 proposals from – 75 universities in 23 countries  16 Winners from 8 countries – Czechoslovakia, France, Mexico, Netherlands, Russia, Turkey, United Kingdom, United States http://www-03.ibm.com/press/us/en/pressrelease/41733.wss Goal: Foster collaboration between faculty at leading universities worldwide and IBM to develop talent and skilled resources through advanced curriculum development. To learn more, contact your IBM university liaison or Jeffrey Brody brody@us.ibm.com
    25. 25. @ 2014 IBM Corporation@ 2014 IBM Corporation Big Data & Analytics EdCon http://edcon2013.ischool.syr.edu/ Talks from 2013 : https://www.youtube.com/channel/UCdZVIx65ufDnYJSooTNuUeA 2014 call for papers & details will be announced soon
    26. 26. @ 2014 IBM Corporation@ 2014 IBM Corporation https://www.analyticszone.com
    27. 27. @ 2014 IBM Corporation@ 2014 IBM Corporation http://vottrave.ottawa.ibm.com/visualizations.html
    28. 28. @ 2014 IBM Corporation@ 2014 IBM Corporation http://www-958.ibm.com/software/analytics/labs/manyeyes/
    29. 29. @ 2014 IBM Corporation@ 2014 IBM Corporation @brandsteve

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