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Presentation from Insurance Data & Analytics Summit - April 2014
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Insurance & Data Analytics Summit Workforce Science Comes of Age:
Big Data - The Human Factor April 24, 2014 – New York
Presenters:
Pat Saporito, CPCU, International Institute for Analytics
Piyush Singh, CPCU, Great American Ins. Co.
© 2011 SAP AG. All rights reserved. 2
Big Data Evolution & Challenges
Creating An Analytic Culture
Analytic Roles & Skills
Conducting a Talent Audit & Talent Assessments
Practical Application for Human Capital Management
1990 2015 2000 2005 2010
ANALYTICS
(CIRCA 1980)
PREDICTIVE
ANALYTICS
(CIRCA 1980)
SEMANTICANALYTICS
(CIRCA 1980)
Analytics Trends:
Evolving towards Big Data
REAL TIME IN THE CLOUD
PERSONAL COMPUTER AND CLIENT SERVER
DATABASE
(CIRCA 1980)
WWW MOBILE
SOCIAL
B2B/
B2C
BIG DATA
REAL TIME
1,000,000+ SOLD
3,000,000 people had access to
Internet worldwide
More people have mobile phones than
electricity or safe drinking water
Facebook: 1 billion users; 600 mobile
users; more than 42 million pages and 9
million apps
YouTube: 4 billion views per day
Google+: 400 million registered users
Skype: 250 million monthly connected
users
Big Data Challenges
Staffing
and
skills
Data
Governance
Cost
Uncertainty
on Value of
Big Data
Unsure of the
Technology
Requirements
Connecting people to
information in the moment
they need it and in the
right experience (bridging
the gap)
Nucleus Research, Gartner, Fortune Magazine
Analytic Use Will Skyrocket: 2020 vs. 2014
10%
75%
Use Analytics
Today
Need
Analytics
by 2020
Ability to manage and
consume all data is
getting harder
Not utilizing all
the information
out there
Bottom Line: Not leveraging
the power of collective
insight
Missing new
insights
IT is not agile enough
and the business wants
to get involved
=
© 2011 SAP AG. All rights reserved. 6
Biggest Barriers to Adoption
© 2011 SAP AG. All rights reserved. 7
New Titles & Roles
Data Diva Data Savant
Data Super Hero
Chief Analytics Officer
Analytics Cave Man
Not everyone needs to be a
Data Scientist… but
everyone should be
analytically curious, have
an analytics mindset and be
looking to improve their
Analytic IQ!
Creating an Information Culture
Use information as a strategic
asset in decisions
Build and tell fact-based stories
Maximize performance with
effective use of information
Nurture an Analytic Mindset and
Analytics Democratization
Connecting people
to data
“
”
The stone age was
marked by man's
clever use of crude
tools; the
information age, to
date, has been
marked by man's
crude use of clever
tools.
Anon
© 2011 SAP AG. All rights reserved. 9
Do you have a strategic approach to BI & Analytics?
How are you addressing Culture & People
Objectives Business
Needs
Business
Benefit Technology Organization
Background and
Purpose
Current State and
History
BI Objectives and
Scope
Summary of BI
needs
Envisioned To-Be
State
Priorities and
Alignment
Value Proposition
of BI
Expected Benefits
– Future State KPI
Business Case
Information
Categories
Architecture and
Standards
BI Applications
Governance
Structure
Program
Management
Roadmap and
Milestones
Measurement
Education /
Training
Support
User Engagement and Change Management are
critical success factors. BI/Analytics Competency
Centers are key to driving user adoption &
maturity and culture shift
© 2011 SAP AG. All rights reserved. 10
Analytic Value Chain & Users
© 2011 SAP AG. All rights reserved. 11
Best Practices for Improving Your Analytic IQ
Step 1: Conduct raw talent inventory (audit), compare with industry
benchmarks
Step 2: Define skills needed based on goals
Step 3: Assess where you are and identify gaps
Step 4: Develop a personal development plan
Step 5: Evaluate progress and ongoing development
© 2011 SAP AG. All rights reserved. 12
Quantitative Study Findings: Talent Analytics Corp.
Raw Talent Mindset of Analytics Professionals
• Analytics professionals have a definitive mindset
• It is easily measured
• Study resulted in an industry benchmark to measure analytics IQ of
employees and candidates
• Available for businesses to compare their analytical
©2013 Talent Analytics, Corp
© 2011 SAP AG. All rights reserved. 13
Analytic Time Usage, By Role
Source: Talent Analytics Corp.
Data Preparation
Data acquisition, preparation, analytics
Programmer
Programming, some analytics
Manager
Management, Admin, Presentation, Interpretation, Design
Generalist
Little bit of everything
© 2011 SAP AG. All rights reserved. 14
©2013 Talent Analytics, Corp
How does your talent compare to the industry benchmark?
© 2011 SAP AG. All rights reserved. 15
©2013 Talent Analytics, Corp
What is worth to ID the best talent for your analytics strategy?
© 2011 SAP AG. All rights reserved. 16
Best Practices for Changing Culture & Improving Analytic
Skills
Hire or Find a Change Leader
Lead by Example, from the Top
Walk the Walk
Define Analytic Skills Requirement in Job Descriptions
Include in MBOs: Set Analytics Objectives & Link to Incentives
Communicate, Communicate, Communicate
Questions?
Contact information:
Pat Saporito, CPCU
Sr. Director, Global CoE for Analytics
SAP AG
+1 (201) 681-9671
Contact information:
Piyush Singh, CPCU
Sr. Vice President
Great American Ins. Co.
+1 (513) 412-3900
© 2011 SAP AG. All rights reserved. 18
Additional Resources
Reading Analytics at Work: Smarter Decisions, Better Results. Thomas H. Davenport, Jeanne G. Harris,
Robert Morison. Harvard Business School Publishing. 2010.
Benchmarking Analytic Talent. Talent Analytics Corp. December 2012. (A research study on analytics
professionals.
Predictive Analytics: Power to Predictive Who Will Click, Buy, Lie or Die. Eric Siegel. John Wiley &
Sons, Inc. 2013.
War for Talent. McKinsey & Co. Ed Michaels, Helen Handfield-Jones, and Beth Axelrod. McKinsey &
Co., Inc. 2001.
The 2020 Workplace: How Innovative Companies Attract, Develop and Keep Tomorrow’s
Employees Today. Jeanne C. Meiser and Karie Willyerd. Harper Collins. 2010.
Professional Associations: INFORMS (Institute for Operations Research & Management Sciences) www.informs.org
Professional organization for cross industry operations research and management professionals.
International Institute for Analytics www.iianalytics.com
Analytics advisory firm focused on analytics.
SIR (Society of Insurance Research) www.sirnet.org
Professional organization for insurance marketing, market research and product development
professionals.
© 2011 SAP AG. All rights reserved. 19
Pat Saporito
Pat is a senior director for SAP’s Global Center of
Excellence for Analytics where she helps companies
leverage their data and technology investments for
improved business performance. SAP is an underwriting
sponsor for the Int’l. Institute for Analytics, an analytic
advisory research firm. Pat is on the faculty of IIA’s
Health Care Advisory Board which includes insurers,
hospitals and life sciences companies.
Pat graduated from Pace University in New York with a
Bachelor of Professional Studies in Information
Technology and Risk Management. She holds the CPCU
designation and is a past president of the Society of
Insurance Research and APIW.
Pat has just written a book on insurance analytics,
Applied Insurance Analytics, to be published by Pearson,
plc/FT Press this summer. Pat was also a contributing
author to the IIA book on healthcare and life sciences
analytics also published by Pearson.
© 2011 SAP AG. All rights reserved. 20
Piyush Singh
Piyush Singh is currently Senior Vice-President/CIO of Great
American Insurance Company and Vice-President of its parent
company, American Financial Group. He is responsible for creating
the vision and direction of Great American’s IT strategy in
partnership with leaders within Great American’s business
operations.
Piyush holds a master’s degree in computer applications from
University of Delhi as well as an MBA from Bradley University. He
has holds the CPCU designation.
Piyush is very involved in the larger community, is quoted
frequently in trade magazines and is a regular speaker and panelist
at various industry and trade events. Piyush has received the “Elite
8” award from Insurance and Technology in 2005 and 2013 and was
one of the “Top 10 CIO Breakaway Leader” at the Global CIO
Executive Summit in 2011.
Piyush has the travelling bug in him, travels the world with his wife
and two boys and loves indulging in photography. He has been to
all the seven continents and trekked all the way to the top of Mt.
Kilimanjaro