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Building Stronger HR Partnerships Through Talent Analytics

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Speaker: Alexis Fink Director, Talent Intelligence Analytics Intel

Moderator: Kate Everson

Associate Editor Workforce magazine

Building Stronger HR Partnerships Through Talent Analytics

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Frequently  Asked  Ques6ons  

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Kate  Everson  Associate  Editor  Workforce  magazine  

Building Stronger HR Partnerships Through Talent Analytics

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Alexis  Fink      Director,  Talent  Intelligence  Analy<cs  Intel  

Building Stronger HR Partnerships Through Talent Analytics

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Alexis A. Fink, Ph.D. Director, Talent Intelligence & Analytics Intel Talent Organization Intel Corporation

Talent Analytics Creating the Future of Talent

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Key Takeaway

Talent Analytics is about a mindset shift

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Start at the top and work your way down

Impact

Insight

Information

“I’m not in the curiosity business

”

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Most people use data like a drunk uses a lamppost:

For support

instead of illumination

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Talent Analytics Applies Science to HR

Think like a scientist: Goal is to learn something, not to prove that you are right. Surprise is good – it saves you from bad decisions.

Know your objective – what will be different because of the results?

Build thoughtful samples

Design comparisons (over time, across groups…)

Defend against confirmation bias

Use good data (reliable, valid, clean, complete)

Enlist partners early

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How did we get here

Evolving decision science around Talent

Increasing availability of computing power

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New Methods

Collection Analysis Display

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New Methods of Collection

IT metadata

Sociometrics

Biometrics

Video recording

Text scraping

Subscription data feeds

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IT Metadata

Images courtesy of Volometrix. Used by permission.

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Sociometrics

Images courtesy of Humanyze. Used by permission.

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New Methods of Analysis

Social network analysis

Text Analysis (NLP, computational linguistics)

Machine Learning

Random Forests

Optimization models

Video decoding

Bayesian methods

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Social Network Analysis

Images courtesy of Syndio. Used by permission.

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Text Analysis

Image courtesy of Kanjoya. Used by permission.

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Text Analysis + Machine Learning

Images courtesy of SparcIt. Used by permission.

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Text Analysis + Machine Learning

Images courtesy of Textio. Used by permission.

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New Methods of Data Display

Data Visualization

Dynamic data exploration

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Visualization is easy to build and comprehend

Images from Google and Microsoft charting tools

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Build the Right Team

•  Why (Business expertise) •  What (HR/talent expertise) •  How (CS/analytical expertise)

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Words of Caution

•  Data Quality •  Privacy •  Ethics •  Respect

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