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Big data roles overview july 2013

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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.
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    • 1. © 2013 IBM Corporation Big Data & Analytics Roles Big Data & Analytics Professionals of the Future 1
    • 2. @ 2013 IBM Corporation http://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century
    • 3. @ 2013 IBM Corporation http://www.cutter.com/bia/fulltext/reports/2013/02/index.html http://ibmdatamag.com/2013/02/i-am-an-information-strategist
    • 4. @ 2013 IBM Corporation Surprise! Data Policy is fastest growing job role
    • 5. @ 2013 IBM Corporation Data skills needed elsewhere too  Law & Government – Data lawyer – 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
    • 6. @ 2013 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, • Computer Programming • Data Mining • Database 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
    • 7. @ 2013 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 • Database 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
    • 8. @ 2013 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
    • 9. @ 2013 IBM Corporation Data Architects create enduring data models & architects providing users timely & reliable access to data & analytics needed for established and new business initiatives. 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 • Infrastructure Architect • Information Strategist • Director/VP Data Management Masters in Information Technology & Management MS in Computer Information Systems (Database Management & Business Intelligence)
    • 10. @ 2013 IBM Corporation Visual Analysts promote the effective use of interactive visual information systems in in dealing with complex and data-rich problems in organizations and society Discipline incorporates skills across: • Visual Information Systems • 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 10 Certificate in Visual Analytics
    • 11. @ 2013 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 11 MS in Computer Science
    • 12. @ 2013 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 12 Msc in Business AnalyticsMS in Business Analytics MS in Marketing Analytics
    • 13. @ 2013 IBM Corporation http://ibm.com/developerworks/bigdata/
    • 14. @ 2013 IBM Corporation http://bigdatauniversity.com
    • 15. @ 2013 IBM Corporation IBMdatamag 15 Subscribe to weekly newsletter: http://IBMdatamag.com/subscribe Follow @IBMdatamag
    • 16. @ 2013 IBM Corporation Big Data & Analytics EdCon 2013 – November 2nd & 3rd in Las Vegas http://edcon2013.ischool.syr.edu/ Two day event  $795 rate for Faculty includes both EdCon & IOD  Saturday : – Hands on Tutorials with select products • Big Insights • BLU • Cognos • SPSS  Sunday: – Call for papers closed July 10th – Agenda TBA
    • 17. @ 2013 IBM Corporation @brandsteve

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