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Talent – Big Data =
Unsubstantiated Rubbish
So what is
Big Data ?
Every two
days we
create as
much
information
as we did
from the
dawn of
civilization
up
until 2003
247,000,000,000 emails
per day
IN THE LAST 50 YEARS
THE NEW YORK TIMES
HAS PUBLISHED
2,900,000,000 WORDS
TWITTER
PUBLISHES
8,000,000,000
WORDS
EVERY DAY
WHY?
MOORE’S
LAW
ANALYTICAL
TOOLS
DATA
VISUALISATION
2008 Research
2008 Key Conclusions
•
•
•
•

Leadership Commitment
Alignment to business strategy
Specific vs generic
Technology doesn’t work
2013 Research

13
“Big Data is the last
chance HR has to be
relevant”

“I think for far too
long HR has asserted
unsubstantiated
rubbish”
“It will tell us shocking
things we don’t want
to hear”

2013: The technology does work
Phil Simon Too big to
ignore: the
business
case for big
data

“HR folks tend to almost
exclusively rely on gut
instincts versus making
decisions based on data.
I’m convinced that as the
profession continues to
embrace the use of data
and analytics into its
practices, that it will also
continue to solidify its role
within the C-Suite”
Big data can
transform the
impact of talent
management

It engages leaders - it talks their
language; data, numbers,
about things they care about;
productivity, performance, buil
ding strategic capability
DATA OVERLOAD
DATA

ANALYSIS

INSIGHT

ACTION

BUSINESS
PROBLEM
DATA

ANALYSIS

INSIGHT

ACTION

BUSINESS
PROBLEM
What is our business
plan?

Where are our growth
opportunities?

Where are the cash cows we need
to maintain?

Which are the critical areas to
deliver our strategy – the 2/3 things
we need to do which will provide
the biggest quantum of value
creation?

How will we win in the
market, make money?

In each case who are our
competitors and how will we win
business from them?

In each case who are our customers
and how will we attract or retain
them?

What is our core brand proposition?

What are the talent
implications

What are the talent
gaps/issues?

What does HR need to
do?

In each case what are the
capabilities (the key people skills
and behaviours) needed to deliver
this competitive position?

Where do we have the biggest
capability gaps?

Where should HR focus its talent
activities to close these gaps?

Are these capabilities general
capabilities or do they relate to
specific key roles and if so which
ones are they?

What is the culture that underpins
this brand?

Where do we have the biggest
vulnerabilities in terms of critical
roles?

What’s the gap between this
desired and actual culture?

How does this match where HR
currently focuses?

Based on this whole conversation
what’s the one thing you would
like HR to deliver that would add
the greatest value against the
business strategy?
• Processed data from assessment
centres - what makes a successful
revenue generator?
• Not all competencies are equal.
• Rated them on a 4 point scale.
• Each point = £450K in extra
revenue once they made partner

PROFESIONAL
SERVICES
EXAMPLE
RETAIL
EXAMPLE

• Sales in Sheffield shot up - only
variable change in store manager.
• Analysed what was it about that
store manager.
• Applied it across the network.
• Marketing had been doing a lot of
work on best margins and most
profitable customers but without
linking it to people so were missing
the key drivers of performance.
AIRLINE
EXAMPLE

• Assumed ex military = best pilots
• Properly analysed role of pilots from
flying skills to key metrics: on-time
arrivals, flight safety etc.
• Insight ex military pilots don't
necessarily make the best
commercial pilots.
• Improved the selection
process, reduced selection
costs, time to hire and the need for
training by 20%.
?
TURKEYS
DON’T VOTE
FOR
CHRISTMAS
INABILITY
TO WORK
AS A
TEAM
“Your CFO Won’t Believe You Anyway: Any CFO worth his ledger isn’t
going to believe your stated ROI for a talent or HR program. He’s used
to making fresh-faced, Ivy League MBAs cry by dissecting a financial
proposal’s every assumption and pointedly questioning its logic. And
that’s with investments that have quantifiable inputs and outputs!
Your
ROI
analysis
that
takes
“soft”
inputs
(engagement, training, coaching) and proposes specific dollar returns
(or vice versa) will be met with a polite smile and a hidden smirk.”
Talent Management ROI (Ridiculously Overwrought Insecurity). Marc Effron, April 2, 2013
http://www.hrexaminer.com/talent-management-roi-ridiculously-overwrought-insecurity/
This is the future for Talent
•
•
•
•
•
•
•
•

From the business issue not the data.
Don't be seduced by the technology
Start small, prove the concept.
Join your HR data with finance, marketing, risk etc
Presentation is critical - KISS
Recruit people who get it
Develop data comfort
Data is a tool not the answer, never lose track of the
human element of talent

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Talent minus big data equals unsubstantiated rubbish

  • 1. Talent – Big Data = Unsubstantiated Rubbish
  • 2. So what is Big Data ?
  • 3. Every two days we create as much information as we did from the dawn of civilization up until 2003
  • 5. IN THE LAST 50 YEARS THE NEW YORK TIMES HAS PUBLISHED 2,900,000,000 WORDS
  • 12. 2008 Key Conclusions • • • • Leadership Commitment Alignment to business strategy Specific vs generic Technology doesn’t work
  • 14. “Big Data is the last chance HR has to be relevant” “I think for far too long HR has asserted unsubstantiated rubbish” “It will tell us shocking things we don’t want to hear” 2013: The technology does work
  • 15.
  • 16. Phil Simon Too big to ignore: the business case for big data “HR folks tend to almost exclusively rely on gut instincts versus making decisions based on data. I’m convinced that as the profession continues to embrace the use of data and analytics into its practices, that it will also continue to solidify its role within the C-Suite”
  • 17. Big data can transform the impact of talent management It engages leaders - it talks their language; data, numbers, about things they care about; productivity, performance, buil ding strategic capability
  • 20. What is our business plan? Where are our growth opportunities? Where are the cash cows we need to maintain? Which are the critical areas to deliver our strategy – the 2/3 things we need to do which will provide the biggest quantum of value creation? How will we win in the market, make money? In each case who are our competitors and how will we win business from them? In each case who are our customers and how will we attract or retain them? What is our core brand proposition? What are the talent implications What are the talent gaps/issues? What does HR need to do? In each case what are the capabilities (the key people skills and behaviours) needed to deliver this competitive position? Where do we have the biggest capability gaps? Where should HR focus its talent activities to close these gaps? Are these capabilities general capabilities or do they relate to specific key roles and if so which ones are they? What is the culture that underpins this brand? Where do we have the biggest vulnerabilities in terms of critical roles? What’s the gap between this desired and actual culture? How does this match where HR currently focuses? Based on this whole conversation what’s the one thing you would like HR to deliver that would add the greatest value against the business strategy?
  • 21. • Processed data from assessment centres - what makes a successful revenue generator? • Not all competencies are equal. • Rated them on a 4 point scale. • Each point = £450K in extra revenue once they made partner PROFESIONAL SERVICES EXAMPLE
  • 22. RETAIL EXAMPLE • Sales in Sheffield shot up - only variable change in store manager. • Analysed what was it about that store manager. • Applied it across the network. • Marketing had been doing a lot of work on best margins and most profitable customers but without linking it to people so were missing the key drivers of performance.
  • 23. AIRLINE EXAMPLE • Assumed ex military = best pilots • Properly analysed role of pilots from flying skills to key metrics: on-time arrivals, flight safety etc. • Insight ex military pilots don't necessarily make the best commercial pilots. • Improved the selection process, reduced selection costs, time to hire and the need for training by 20%.
  • 24.
  • 25. ?
  • 28. “Your CFO Won’t Believe You Anyway: Any CFO worth his ledger isn’t going to believe your stated ROI for a talent or HR program. He’s used to making fresh-faced, Ivy League MBAs cry by dissecting a financial proposal’s every assumption and pointedly questioning its logic. And that’s with investments that have quantifiable inputs and outputs! Your ROI analysis that takes “soft” inputs (engagement, training, coaching) and proposes specific dollar returns (or vice versa) will be met with a polite smile and a hidden smirk.” Talent Management ROI (Ridiculously Overwrought Insecurity). Marc Effron, April 2, 2013 http://www.hrexaminer.com/talent-management-roi-ridiculously-overwrought-insecurity/
  • 29. This is the future for Talent • • • • • • • • From the business issue not the data. Don't be seduced by the technology Start small, prove the concept. Join your HR data with finance, marketing, risk etc Presentation is critical - KISS Recruit people who get it Develop data comfort Data is a tool not the answer, never lose track of the human element of talent