SlideShare a Scribd company logo
1 of 17
Download to read offline
HR Analytics
and Everything you wanted to know about
Organizational Analytics
Marketing Analytics
Financial Analytics
Operations Analytics
HR Analytics ?
HR Analytics
drawback of spreadsheets
http://blog.revolutionanalytics.com/2012/11/using-r-in-the-human-resources-department.html
There is a lot of data out there and it’s stored in different formats. Spreadsheets have their uses
but they’re limited in what they can do. The spreadsheet is bad when getting over 5000 or 10000 rows
– it slows down. It’s just not designed for that. It was designed for much higher levels of interaction.
drawback of traditional modes
BUT ----HR Team is rarely trained in analytics
HR Analytics
sourcing
performance
& compensation
attrition
HR Analytics
sourcing
he use of assessment tools to “pre-assess” a candidate’s potential to be successful within a specific role within the organization.
These tools are already providing a “predictive” look at the candidate skills and abilities by modeling their responses against the
best scenario for success
http://www.sas.com/knowledge-exchange/business-analytics/innovation/analytics-creates-a-healthier-workforce-%E2%80%A6-
and-bottom-line
HR Analytics
performance and compensation
http://www.hrexecutivecircle.com/pdf/SAS_HCM_White_Paper.pdf
and
http://www.payscale.com/compensation-today/2009/11/the-value-of-compensation-analytics
and
http://www-03.ibm.com/software/products/en/cognos-incentive-compensation-management
HR Analytics
attrition also known as Predictive Retention Modeling
http://www.hrintelligenceblog.com/en/?p=658
Track and analyze critical skills, and predict which skills will
be lost and when by predicting turnover.
HR Analytics Providers
http://hexaware.com/hr-analytics-services.htm
http://www.accenture.com/us-en/Pages/service-human-
capital-workforce.aspx
https://support.sas.com/software/products/hcm/index.html
Training on HR Analytics ?
http://jigsawacademy.com/lp/2014/HR/
HR Analytics
HR Analytics:
Driving Return on Human Capital
Investment
http://www.oracle.com/us/solutions/ent-performance-bi/045039.pdf
Studies show that
companies that use
HR analytics have:
● 8% higher sales growth
● 24% higher net operating income growth
● 58% higher sales per employee
Case Studies
Trendwise Analytics -Banglore India
http://www.slideshare.net/TrendwiseAnalytics/trendwise-hr-analytics
Case Studies
Google - Project Oxygen
http://www.nytimes.com/2011/03/13/business/13hire.html?_r=0
1. Be a good coach.
2. Empower; don't micromanage.
3. Be interested in direct reports, success and well-being.
4. Don't be a sissy: Be productive and results-oriented.
5. Be a good communicator and listen to your team.
6. Help your employees with career development.
7. Have a clear vision and strategy for the team.
8. Have key technical skills so you can advise the team.
Case Studies
Google - HR
an HBR Case Study
http://hbr.org/product/google-s-project-oxygen-do-managers-matter/an/313110-PDF-ENG
and
http://www.forbes.com/sites/meghancasserly/2013/07/17/google-management-is-evil-harvard-study-startups/
People Analytics @ Google
http://www.amcham.ie/download/Helen%20Tynan%20AmCham%20talk%2031102013%20(1)%20(1).pdf
http://googleresearch.blogspot.in/2012/06/hello-sciencemeet-hr.html
Google People and Innovation Lab (Google Pi Lab)
Additional Links
https://www.nordlab.co/pages/people_lab
Case Studies
Using R in the HR
http://blog.revolutionanalytics.com/2012/11/using-r-in-the-human-resources-department.html
R gets over the limitations of spreadsheets:
In the business world we really don’t need to know every row of data, we need to summarise it, we need to visualise it and put it into a powerpoint to show to
colleagues or clients.
http://blog.hrtecheurope.com/2012/08/more-r-in-hr/
The great thing about R is that it cuts down the software budget to zero, and with GUIs cut down training to weeks. You can
quickly move from spreadsheet world to being able to build models and predicting outcomes.
Analytics Techniques Used (mostly)
Decision Trees - for segmentation
http://www.statmethods.net/advstats/cart.html
Regression -attrition
http://www.statmethods.net/stats/regression.html
Data Visualization -
including spatial and interactive
Trend , Outlier and Patterns (TOP)
From a Google HR ppt Googled
Thanks
Thanks
compiled by Decisionstats
contact https://www.linkedin.com/in/ajayohri

More Related Content

What's hot

Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
Stuart Gow
 
Human resource analytics
Human resource analyticsHuman resource analytics
Human resource analytics
Anika Jindal
 
NHRD HR Analytics Presentation
NHRD HR Analytics PresentationNHRD HR Analytics Presentation
NHRD HR Analytics Presentation
Supriya Thankappan
 
SUCCESSION PLANNING
SUCCESSION PLANNINGSUCCESSION PLANNING
SUCCESSION PLANNING
ELIAS BENYU
 
Hr functions and strategy ppt
Hr functions and strategy pptHr functions and strategy ppt
Hr functions and strategy ppt
LOLITA GANDIA
 
Sourcing strategies
Sourcing strategiesSourcing strategies
Sourcing strategies
mafecuca
 
Stratetic HRM & HR Scorecard
Stratetic HRM & HR ScorecardStratetic HRM & HR Scorecard
Stratetic HRM & HR Scorecard
Abhipsha Mishra
 

What's hot (20)

Hr analytics
Hr analyticsHr analytics
Hr analytics
 
Hr Metrics
Hr Metrics  Hr Metrics
Hr Metrics
 
HR Analytics
HR AnalyticsHR Analytics
HR Analytics
 
Hr metrics and analytics pj
Hr metrics and analytics pjHr metrics and analytics pj
Hr metrics and analytics pj
 
Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
Strategic Human Resource Management (SHRM) - MBA 423 Human Resources Manageme...
 
Human resource analytics
Human resource analyticsHuman resource analytics
Human resource analytics
 
NHRD HR Analytics Presentation
NHRD HR Analytics PresentationNHRD HR Analytics Presentation
NHRD HR Analytics Presentation
 
HR Analytics & HR Tools
HR Analytics & HR ToolsHR Analytics & HR Tools
HR Analytics & HR Tools
 
Hr analytics
Hr analyticsHr analytics
Hr analytics
 
HR ANALYTICS
HR ANALYTICS HR ANALYTICS
HR ANALYTICS
 
HR SCORECARD Human Resource Scorecard PPT Slides
HR SCORECARD Human Resource Scorecard PPT SlidesHR SCORECARD Human Resource Scorecard PPT Slides
HR SCORECARD Human Resource Scorecard PPT Slides
 
SUCCESSION PLANNING
SUCCESSION PLANNINGSUCCESSION PLANNING
SUCCESSION PLANNING
 
Hr Analytics
Hr AnalyticsHr Analytics
Hr Analytics
 
Human Resource Planning
Human Resource PlanningHuman Resource Planning
Human Resource Planning
 
Strategic Human Resource Management
Strategic Human Resource ManagementStrategic Human Resource Management
Strategic Human Resource Management
 
Introduction to Human Resource Management
Introduction to Human Resource ManagementIntroduction to Human Resource Management
Introduction to Human Resource Management
 
Markov Chain Analysis in HR Decision Making
Markov Chain Analysis in HR Decision MakingMarkov Chain Analysis in HR Decision Making
Markov Chain Analysis in HR Decision Making
 
Hr functions and strategy ppt
Hr functions and strategy pptHr functions and strategy ppt
Hr functions and strategy ppt
 
Sourcing strategies
Sourcing strategiesSourcing strategies
Sourcing strategies
 
Stratetic HRM & HR Scorecard
Stratetic HRM & HR ScorecardStratetic HRM & HR Scorecard
Stratetic HRM & HR Scorecard
 

Similar to An introduction to HR analytics

USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITIONUSING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
Dr. John Sullivan
 
Workforce Analytics-Big Data in Talent Development_2016 05
Workforce Analytics-Big Data in Talent Development_2016 05Workforce Analytics-Big Data in Talent Development_2016 05
Workforce Analytics-Big Data in Talent Development_2016 05
Rob Abbanat
 
Human resources anaHR analytics allows HR professionals to make informed deci...
Human resources anaHR analytics allows HR professionals to make informed deci...Human resources anaHR analytics allows HR professionals to make informed deci...
Human resources anaHR analytics allows HR professionals to make informed deci...
KhushiPatel175395
 

Similar to An introduction to HR analytics (20)

10.09.14 glassdoor webinar_all_slides
10.09.14 glassdoor webinar_all_slides10.09.14 glassdoor webinar_all_slides
10.09.14 glassdoor webinar_all_slides
 
HR Analytics and KPIs with LBi HR HelpDesk
HR Analytics and KPIs with LBi HR HelpDeskHR Analytics and KPIs with LBi HR HelpDesk
HR Analytics and KPIs with LBi HR HelpDesk
 
USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITIONUSING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
USING BIG AND LITTLE DATA TO RECRUIT THE RIGHT CANDIDATE FOR EVERY POSITION
 
Ohos Seed Funding Pitch Deck
Ohos Seed Funding Pitch DeckOhos Seed Funding Pitch Deck
Ohos Seed Funding Pitch Deck
 
58 Quotes, Facts, Benchmarks, and Best Practices on People and Analytics
58 Quotes, Facts, Benchmarks, and Best Practices on People and Analytics58 Quotes, Facts, Benchmarks, and Best Practices on People and Analytics
58 Quotes, Facts, Benchmarks, and Best Practices on People and Analytics
 
Liu_Darren_1
Liu_Darren_1Liu_Darren_1
Liu_Darren_1
 
Hr Analytics Introduction Hr Analytics Summit Luk Smeyers 1.1
Hr Analytics Introduction Hr Analytics Summit Luk Smeyers 1.1Hr Analytics Introduction Hr Analytics Summit Luk Smeyers 1.1
Hr Analytics Introduction Hr Analytics Summit Luk Smeyers 1.1
 
Dr. Priyameet Kaur Keer: Emergence of HR Analytics
Dr. Priyameet Kaur Keer: Emergence of HR AnalyticsDr. Priyameet Kaur Keer: Emergence of HR Analytics
Dr. Priyameet Kaur Keer: Emergence of HR Analytics
 
What is People Analytics - PPT | SplashHR
What is People Analytics - PPT | SplashHRWhat is People Analytics - PPT | SplashHR
What is People Analytics - PPT | SplashHR
 
HR Analytics
HR AnalyticsHR Analytics
HR Analytics
 
Talent finder presentation
Talent finder presentationTalent finder presentation
Talent finder presentation
 
Predicting your employees !
Predicting your employees !Predicting your employees !
Predicting your employees !
 
Big Data = Big Headache? Using People Analytics to Fuel ROI
Big Data = Big Headache? Using People Analytics to Fuel ROIBig Data = Big Headache? Using People Analytics to Fuel ROI
Big Data = Big Headache? Using People Analytics to Fuel ROI
 
Riding the wave of analytics revolution
Riding the wave of analytics revolutionRiding the wave of analytics revolution
Riding the wave of analytics revolution
 
Workforce Analytics-Big Data in Talent Development_2016 05
Workforce Analytics-Big Data in Talent Development_2016 05Workforce Analytics-Big Data in Talent Development_2016 05
Workforce Analytics-Big Data in Talent Development_2016 05
 
Human resources anaHR analytics allows HR professionals to make informed deci...
Human resources anaHR analytics allows HR professionals to make informed deci...Human resources anaHR analytics allows HR professionals to make informed deci...
Human resources anaHR analytics allows HR professionals to make informed deci...
 
Human resources analytics- introductions
Human resources analytics- introductionsHuman resources analytics- introductions
Human resources analytics- introductions
 
HRAnalyticsstarting2october262021.pptx
HRAnalyticsstarting2october262021.pptxHRAnalyticsstarting2october262021.pptx
HRAnalyticsstarting2october262021.pptx
 
chapter-1-2.detailing the chapters.pptx-
chapter-1-2.detailing the chapters.pptx-chapter-1-2.detailing the chapters.pptx-
chapter-1-2.detailing the chapters.pptx-
 
Evidence-Based HR
Evidence-Based HREvidence-Based HR
Evidence-Based HR
 

More from Ajay Ohri

More from Ajay Ohri (20)

Introduction to R ajay Ohri
Introduction to R ajay OhriIntroduction to R ajay Ohri
Introduction to R ajay Ohri
 
Introduction to R
Introduction to RIntroduction to R
Introduction to R
 
Social Media and Fake News in the 2016 Election
Social Media and Fake News in the 2016 ElectionSocial Media and Fake News in the 2016 Election
Social Media and Fake News in the 2016 Election
 
Pyspark
PysparkPyspark
Pyspark
 
Download Python for R Users pdf for free
Download Python for R Users pdf for freeDownload Python for R Users pdf for free
Download Python for R Users pdf for free
 
Install spark on_windows10
Install spark on_windows10Install spark on_windows10
Install spark on_windows10
 
Ajay ohri Resume
Ajay ohri ResumeAjay ohri Resume
Ajay ohri Resume
 
Statistics for data scientists
Statistics for  data scientistsStatistics for  data scientists
Statistics for data scientists
 
National seminar on emergence of internet of things (io t) trends and challe...
National seminar on emergence of internet of things (io t)  trends and challe...National seminar on emergence of internet of things (io t)  trends and challe...
National seminar on emergence of internet of things (io t) trends and challe...
 
Tools and techniques for data science
Tools and techniques for data scienceTools and techniques for data science
Tools and techniques for data science
 
How Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help businessHow Big Data ,Cloud Computing ,Data Science can help business
How Big Data ,Cloud Computing ,Data Science can help business
 
Training in Analytics and Data Science
Training in Analytics and Data ScienceTraining in Analytics and Data Science
Training in Analytics and Data Science
 
Tradecraft
Tradecraft   Tradecraft
Tradecraft
 
Software Testing for Data Scientists
Software Testing for Data ScientistsSoftware Testing for Data Scientists
Software Testing for Data Scientists
 
Craps
CrapsCraps
Craps
 
A Data Science Tutorial in Python
A Data Science Tutorial in PythonA Data Science Tutorial in Python
A Data Science Tutorial in Python
 
How does cryptography work? by Jeroen Ooms
How does cryptography work?  by Jeroen OomsHow does cryptography work?  by Jeroen Ooms
How does cryptography work? by Jeroen Ooms
 
Using R for Social Media and Sports Analytics
Using R for Social Media and Sports AnalyticsUsing R for Social Media and Sports Analytics
Using R for Social Media and Sports Analytics
 
Kush stats alpha
Kush stats alpha Kush stats alpha
Kush stats alpha
 
Analyze this
Analyze thisAnalyze this
Analyze this
 

Recently uploaded

Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
amitlee9823
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
amitlee9823
 
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
amitlee9823
 
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts ServiceCall Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
Probability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter LessonsProbability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter Lessons
JoseMangaJr1
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
amitlee9823
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
amitlee9823
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 

Recently uploaded (20)

Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get CytotecAbortion pills in Doha Qatar (+966572737505 ! Get Cytotec
Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Thane West Call On 9920725232 With Body to body massage...
 
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
Call Girls Jalahalli Just Call 👗 7737669865 👗 Top Class Call Girl Service Ban...
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men  🔝Bangalore🔝   Esc...
➥🔝 7737669865 🔝▻ Bangalore Call-girls in Women Seeking Men 🔝Bangalore🔝 Esc...
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts ServiceCall Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
Call Girls In Shalimar Bagh ( Delhi) 9953330565 Escorts Service
 
CebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptxCebaBaby dropshipping via API with DroFX.pptx
CebaBaby dropshipping via API with DroFX.pptx
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Probability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter LessonsProbability Grade 10 Third Quarter Lessons
Probability Grade 10 Third Quarter Lessons
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
Predicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science ProjectPredicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science Project
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
 
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Bommasandra Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
5CL-ADBA,5cladba, Chinese supplier, safety is guaranteed
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 

An introduction to HR analytics

  • 1. HR Analytics and Everything you wanted to know about
  • 2. Organizational Analytics Marketing Analytics Financial Analytics Operations Analytics HR Analytics ?
  • 3. HR Analytics drawback of spreadsheets http://blog.revolutionanalytics.com/2012/11/using-r-in-the-human-resources-department.html There is a lot of data out there and it’s stored in different formats. Spreadsheets have their uses but they’re limited in what they can do. The spreadsheet is bad when getting over 5000 or 10000 rows – it slows down. It’s just not designed for that. It was designed for much higher levels of interaction. drawback of traditional modes BUT ----HR Team is rarely trained in analytics
  • 5. HR Analytics sourcing he use of assessment tools to “pre-assess” a candidate’s potential to be successful within a specific role within the organization. These tools are already providing a “predictive” look at the candidate skills and abilities by modeling their responses against the best scenario for success http://www.sas.com/knowledge-exchange/business-analytics/innovation/analytics-creates-a-healthier-workforce-%E2%80%A6- and-bottom-line
  • 6. HR Analytics performance and compensation http://www.hrexecutivecircle.com/pdf/SAS_HCM_White_Paper.pdf and http://www.payscale.com/compensation-today/2009/11/the-value-of-compensation-analytics and http://www-03.ibm.com/software/products/en/cognos-incentive-compensation-management
  • 7. HR Analytics attrition also known as Predictive Retention Modeling http://www.hrintelligenceblog.com/en/?p=658 Track and analyze critical skills, and predict which skills will be lost and when by predicting turnover.
  • 9. HR Analytics HR Analytics: Driving Return on Human Capital Investment http://www.oracle.com/us/solutions/ent-performance-bi/045039.pdf Studies show that companies that use HR analytics have: ● 8% higher sales growth ● 24% higher net operating income growth ● 58% higher sales per employee
  • 10. Case Studies Trendwise Analytics -Banglore India http://www.slideshare.net/TrendwiseAnalytics/trendwise-hr-analytics
  • 11. Case Studies Google - Project Oxygen http://www.nytimes.com/2011/03/13/business/13hire.html?_r=0 1. Be a good coach. 2. Empower; don't micromanage. 3. Be interested in direct reports, success and well-being. 4. Don't be a sissy: Be productive and results-oriented. 5. Be a good communicator and listen to your team. 6. Help your employees with career development. 7. Have a clear vision and strategy for the team. 8. Have key technical skills so you can advise the team.
  • 12. Case Studies Google - HR an HBR Case Study http://hbr.org/product/google-s-project-oxygen-do-managers-matter/an/313110-PDF-ENG and http://www.forbes.com/sites/meghancasserly/2013/07/17/google-management-is-evil-harvard-study-startups/ People Analytics @ Google http://www.amcham.ie/download/Helen%20Tynan%20AmCham%20talk%2031102013%20(1)%20(1).pdf http://googleresearch.blogspot.in/2012/06/hello-sciencemeet-hr.html Google People and Innovation Lab (Google Pi Lab)
  • 14. Case Studies Using R in the HR http://blog.revolutionanalytics.com/2012/11/using-r-in-the-human-resources-department.html R gets over the limitations of spreadsheets: In the business world we really don’t need to know every row of data, we need to summarise it, we need to visualise it and put it into a powerpoint to show to colleagues or clients. http://blog.hrtecheurope.com/2012/08/more-r-in-hr/ The great thing about R is that it cuts down the software budget to zero, and with GUIs cut down training to weeks. You can quickly move from spreadsheet world to being able to build models and predicting outcomes.
  • 15. Analytics Techniques Used (mostly) Decision Trees - for segmentation http://www.statmethods.net/advstats/cart.html Regression -attrition http://www.statmethods.net/stats/regression.html Data Visualization - including spatial and interactive Trend , Outlier and Patterns (TOP)
  • 16. From a Google HR ppt Googled Thanks
  • 17. Thanks compiled by Decisionstats contact https://www.linkedin.com/in/ajayohri