Building an HR Analytics Team from Scratch!
Transcript of Building an HR Analytics Team from Scratch!
Building an HR AnalyticsTeam from Scratch!
June 2015
CompanyDemographics
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United Parcel Service, Inc. (“UPS”) was founded in 1907 as a privatemessenger and delivery service in Seattle, Washington.
Today, UPS is the world’s largest package delivery company, a leader in theU.S. less-than-truckload industry and the premier provider of global supplychain management solutions.
We deliver packages each business day for 1.5 million shipping customersto 7.9 million receivers ("consignees") in over 220 countries and territories.
In 2013, we delivered an average of 16.9 million pieces per day worldwide,or a total of 4.3 billion packages.
There are over 424,000 employees worldwide that work at UPS.
How many people havewe hired?!
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Where to start? Data!
22VariousSystems
HRIS
ER
Benefits
Comp
Training
Retirement
Safety
DataAcquisition• Internal• External
DataGovernance• Define• Data quality
Data Stores• SQL Data Repository• TMS Data Mart• EDM/Information
Library• PDM/FDM data views
H.R. Analytics Team• Data Mining• Data Analysis• Business Analysts
Tactical Reporting• Dashboard Data• Standard Reporting
Ad Hoc• Informational• Non-Analytical
• Legal, PR, etc.
• Data Requests
Workforce AnalyticsProgram
Project Project
Project
Identify Define
Store
Leverage
Developing our HRAnalytics Capability
StrategicTransactional
Business Value
HR
Info
rma
tio
nM
atu
rity
Predictive/Proscriptive
Analytics
CrossProcess &FunctionalAnalytics
BasicAnalytics
ConsolidatedReporting
Data &Basic
Reporting
What is happening?
Why is it happening?
What might be happening?
Data integrity & quality Basic Employee list & extracts
Process specific analytics Data from a single source
Integrated analytics Data from multiple sources
EE-Level Predictions Cause & effect
We are here
Dashboards& Portal
Data Analysis?Ad-Hoc Requests
• How it works
– Online data request form which allows customers to submit aquestion that is emailed to the HR Systems Team
• Number of requests received
– Last year on average = 44/month (26% increase in requests vs 2013)
– This does not include those who call or email to make requests,as well as, the monthly reports that are automatically generated.
• Who are our customers?
– Corporate Campus such as (but not limited to) SCS, GlobalInnovations, Legal, Inside Sales, BIA, I.E., PE, GBS and PublicRelations.
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Tactical InformationDelivery
Dashboards developed
– Twenty-eight active Dashboard/Process solutions.
Hits monthly (consumption)
– Sites average a total of 125,000 hits per month.
Customers and how the demand is growing
– Employee Relations
– Safety
– Workforce planning
– Benefits
– Finance/Compliance
– Plant Engineering
– Transportation HUB
– Air
– HR service center 8
Journey to “Analytics”
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Statistician
AdvancedAnalytics
Supervisor
Ph.D. Physics
Data
HR Systems Team
SQL/MS AccessskillsBusiness
Connection
Customer
SME
Utilize allthree
contactsto tell thestory andanswer
thequestion!
ROI
Proprietary and Confidential: This presentation may not be used or disclosed to any person other than employees of Customer, unless expressly authorized by UPS.
© 2014 United Parcel Service of America, Inc. UPS, the UPS brandmark, the color brown and photos are trademarks of United Parcel Service of America, Inc. All rights reserved.
Segments ofData Analytics
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Proprietary and Confidential: This presentation may not be used or disclosed to any person other than employees of Customer, unless expressly authorized by UPS.
© 2014 United Parcel Service of America, Inc. UPS, the UPS brandmark, the color brown and photos are trademarks of United Parcel Service of America, Inc. All rights reserved.
• What is the voluntary turnover rate among individuals in critical roles and what is
the associated cost to the business?
• What is the voluntary turnover rate among top performers and what is the
associated cost to the business?
• What percentage of our high performers are at risk for departure?
• Does our sourcing strategy target critical talent segments effectively?
• Do we effectively hire employee with emerging skill sets?
• Are we under staffed in areas, where if we added people, we would increase our
profitability?
• What percentage of our workforce moves internally each year between lines of
business or functional areas?
• What is our average position length of service?
Are these reporting questions or analysis?
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Start with a Question!
Are Managers who score highly and have high leadership competencyproficiency more likely to produce a higher operational result? IS there acorrelation between High performing and High Results?
Data required
ERI Results
Talent Data
– Competency Ratings
– Overall QPR score
– Managers Ratings
– Hogan Results
Operational Data
– Trending over time
– Varies by operation?What is a good center?
External Factors
– Union Environment
Problem Statement
Variables
Operations Management vs.Staff ManagementGeographyAggregate CompetencyScore vs. Individual ratingUPS Career (Assignments)
Enterprise impact
Should we spend resourcesdeveloping target training formanagers?
Challenges?
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• Collection of Data
– Access to information
– Scrubbing/Validation
• Vendor data
– Set up contracts to include access to data
• Reporting versus Analytics
– Using Excel versus SPS
What other issues?
Practice makes Perfect!
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Developingforecastingmethods.
Incorporate“macroeconomic”data.
Socialize!
Testing takes time…
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Various methodologies areimportant to test the algorithms.
TryAgain!
Our most popularcreation is…
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Profiles!
Where to go from here.
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Establish credibility with other functions.
Get buy in from other business units – “talk the talk!”
Answer the “right” questions that provide context outside ofHR and the “duh” (ie: volume increases, hiring increases)
Socialize your ‘analytical’ skills with Senior Management.
Ask for questions that link to open PROJECTS…
What can you do to create visibility for HR Analytics?!
Thank you
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