Skip to main content
  • Foundation
  • Executive network
  • CEO Circle
  • Enterprise Solutions
  • Linkage Logo
  • Store
  • Sign In
  • Account
    • My Account
    • Logout
    • Global
    • India
    • MENA
SHRM
About
Book a Speaker
Join Today
Renew
Rejoin Now
Renew
  • Membership
  • Certification
    Certification

    Smiling asian student studying in library with laptop books doing online research for coursework, making notes for essay homework assignment, online education e-learning concept
    Get Certified!

    Be recognized as an HR leader with your SHRM-CP or SHRM-SCP credential.

    • How to Get Certified

      Demonstrate your ability to apply HR principles to real-life situations. No other HR certification compares.

      • How to Get Certified
      • Eligibility Criteria
      • Exam Details and Fees
      • SHRM-CP
      • SHRM-SCP
      • Which Certification is Best for Me
      • Certification FAQs
    • Prepare for the Exam

      Give yourself the best chance to pass your SHRM certification exam.

      • Exam Preparation
      • SHRM BASK
      • SHRM Learning System
      • Instructor-Led Learning
      • Self-Study
      • Study Aids & Add-ons
    • Recertification

      Recertify your SHRM Credentials before your end date!

      • Specialty Credentials
      • Qualifications
  • Topics & Tools
    Topics & Tools

    Stay up to date with workplace news and leverage our vast library of resources to streamline day-to-day HR tasks.

    The white house in washington, dc.
    Executive Order Impact Zone

    Do not abandon, but evaluate and evolve. It is about legal, equal opportunity for all.

    • News & Trends

      Follow breaking news and emerging workplace trends.

      Legal & Compliance

      Stay informed on workplace legal updates and their impacts.

      From the Workplace

      Explore diverse perspectives from your peers on today's workplaces.

      Flagships

      Get curated collections of podcasts, videos, articles, and more produced by SHRM.

    • HR Topics
      • AI in the Workplace
      • Civility at Work
      • Compensation & Benefits
      • Inclusion & Diversity
      • Talent Acquisition
      • Workplace Technology
      • Workplace Violence Prevention
      SEE ALL
      SHRM Research
    • Tools & Samples

      Access member resources and tools to streamline HR tasks.

      • Forms & Checklists
      • How-To Guides
      • Interactive Tools
      • Job Descriptions
      • Policies
      • Toolkits
      SEE ALL
      Ask an Advisor
  • Events & Education
    Events & Education

    SHRM25 in San Diego, June 29 - July 2, 2025
    Join us for SHRM25 in San Diego

    Register for the World’s Largest HR Conference being held on June 29 - July 2, 2025

    • Events
      • SHRM25
      • The AI+HI Project 2025
      • INCLUSION 2025
      • Talent 2026
      • Linkage Institute 2025
      SEE ALL
      Webinars
    • Educational Programs

      Designed and delivered by HR experts to empower you with the knowledge and tools you need to drive lasting change in the workplace.

      Specialty Credentials

      Demonstrate targeted competence and enhance credibility among peers and employers.

      Qualifications

      Gain a deeper understanding and develop critical skills.

    • Team Training & Development

      Customized training programs unique to your organization’s needs.

  • Business Solutions
  • Advocacy
    Advocacy

    Make your voice heard on public policy issues impacting the workplace.

    Advocacy
    SHRM's President & CEO testifies to Congress on "The State of American Education"
    • Policy Areas
      • Workforce Development
      • Workplace Inclusion
      • Workplace Flexibility & Leave
      • Workplace Governance
      • Workplace Health Care
      • Workplace Immigration
      State Affairs

      SHRM advances policy solutions in state legislatures nationwide.

      Global Policy

      SHRM is the go-to for global HR leaders and businesses on workplace matters.

    • Advocacy Team (A-Team)

      SHRM’s A-Team is a key member benefit, giving you the tools, insights, and opportunities to shape workplace policy and drive real impact.

      Take Action

      Urge lawmakers to support policies that create lasting, positive change.

      Advocacy & Legislative Resources

      Access SHRM’s curated policy materials and content.

    • SHRM-Led Coalitions
      • Generation Cares
      • The Section 127 Coalition
      • Learn More & Partner with SHRM Government Affairs
  • Community
    Community

    Woman raising hand in group
    Find a SHRM Chapter

    Easily find a local professional or student chapter in your area.

    • Chapters

      Find local connections from over 607 chapters and state councils and create your personalized HR network.

      SHRM Connect

      Post polls, get crowdsourced answers to your questions and network with other HR professionals online.

      SHRM Northern California

      Join SHRM members in the greater San Francisco Bay area for local events and networking.

    • Membership Councils

      Learn about SHRM's five regional councils and the Membership Advisory Council (MAC).

      • Membership Advisory Council
      • Regional Councils
    • Volunteers

      Learn about volunteer opportunities with SHRM.

      • Volunteer Leader Resource Center
Close
  • Membership
  • Certification
    back
    Certification
    Smiling asian student studying in library with laptop books doing online research for coursework, making notes for essay homework assignment, online education e-learning concept
    Get Certified!

    Be recognized as an HR leader with your SHRM-CP or SHRM-SCP credential.

    • How to Get Certified

      Demonstrate your ability to apply HR principles to real-life situations. No other HR certification compares.

      • How to Get Certified
      • Eligibility Criteria
      • Exam Details and Fees
      • SHRM-CP
      • SHRM-SCP
      • Which Certification is Best for Me
      • Certification FAQs
    • Prepare for the Exam

      Give yourself the best chance to pass your SHRM certification exam.

      • Exam Preparation
      • SHRM BASK
      • SHRM Learning System
      • Instructor-Led Learning
      • Self-Study
      • Study Aids & Add-ons
    • Recertification

      Recertify your SHRM Credentials before your end date!

      • Specialty Credentials
      • Qualifications
  • Topics & Tools
    back
    Topics & Tools

    Stay up to date with workplace news and leverage our vast library of resources to streamline day-to-day HR tasks.

    The white house in washington, dc.
    Executive Order Impact Zone

    Do not abandon, but evaluate and evolve. It is about legal, equal opportunity for all.

    • News & Trends

      Follow breaking news and emerging workplace trends.

      Legal & Compliance

      Stay informed on workplace legal updates and their impacts.

      From the Workplace

      Explore diverse perspectives from your peers on today's workplaces.

      Flagships

      Get curated collections of podcasts, videos, articles, and more produced by SHRM.

    • HR Topics
      • AI in the Workplace
      • Civility at Work
      • Compensation & Benefits
      • Inclusion & Diversity
      • Talent Acquisition
      • Workplace Technology
      • Workplace Violence Prevention
      SEE ALL
      SHRM Research
    • Tools & Samples

      Access member resources and tools to streamline HR tasks.

      • Forms & Checklists
      • How-To Guides
      • Interactive Tools
      • Job Descriptions
      • Policies
      • Toolkits
      SEE ALL
      Ask an Advisor
  • Events & Education
    back
    Events & Education
    SHRM25 in San Diego, June 29 - July 2, 2025
    Join us for SHRM25 in San Diego

    Register for the World’s Largest HR Conference being held on June 29 - July 2, 2025

    • Events
      • SHRM25
      • The AI+HI Project 2025
      • INCLUSION 2025
      • Talent 2026
      • Linkage Institute 2025
      SEE ALL
      Webinars
    • Educational Programs

      Designed and delivered by HR experts to empower you with the knowledge and tools you need to drive lasting change in the workplace.

      Specialty Credentials

      Demonstrate targeted competence and enhance credibility among peers and employers.

      Qualifications

      Gain a deeper understanding and develop critical skills.

    • Team Training & Development

      Customized training programs unique to your organization’s needs.

  • Business Solutions
  • Advocacy
    back
    Advocacy

    Make your voice heard on public policy issues impacting the workplace.

    Advocacy
    SHRM's President & CEO testifies to Congress on "The State of American Education"
    • Policy Areas
      • Workforce Development
      • Workplace Inclusion
      • Workplace Flexibility & Leave
      • Workplace Governance
      • Workplace Health Care
      • Workplace Immigration
      State Affairs

      SHRM advances policy solutions in state legislatures nationwide.

      Global Policy

      SHRM is the go-to for global HR leaders and businesses on workplace matters.

    • Advocacy Team (A-Team)

      SHRM’s A-Team is a key member benefit, giving you the tools, insights, and opportunities to shape workplace policy and drive real impact.

      Take Action

      Urge lawmakers to support policies that create lasting, positive change.

      Advocacy & Legislative Resources

      Access SHRM’s curated policy materials and content.

    • SHRM-Led Coalitions
      • Generation Cares
      • The Section 127 Coalition
      • Learn More & Partner with SHRM Government Affairs
  • Community
    back
    Community
    Woman raising hand in group
    Find a SHRM Chapter

    Easily find a local professional or student chapter in your area.

    • Chapters

      Find local connections from over 607 chapters and state councils and create your personalized HR network.

      SHRM Connect

      Post polls, get crowdsourced answers to your questions and network with other HR professionals online.

      SHRM Northern California

      Join SHRM members in the greater San Francisco Bay area for local events and networking.

    • Membership Councils

      Learn about SHRM's five regional councils and the Membership Advisory Council (MAC).

      • Membership Advisory Council
      • Regional Councils
    • Volunteers

      Learn about volunteer opportunities with SHRM.

      • Volunteer Leader Resource Center
Join Today
Renew
Rejoin Now
Renew
  • Store
    • Global
    • India
    • MENA
  • About
  • Book a Speaker
  • Foundation
  • Executive network
  • CEO Circle
  • Enterprise Solutions
  • Linkage Logo
SHRM
Sign In
  • Account
    • My Account
    • Logout
Close

  1. Topics & Tools
  2. Workplace News & Trends
  3. Jobs of the Future Will Require Data Analysis
Share
  • Linked In
  • Facebook
  • Twitter
  • Email

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus convallis sem tellus, vitae egestas felis vestibule ut.


Error message details.

Copy button
Reuse Permissions

Request permission to republish or redistribute SHRM content and materials.


Learn More
News

Jobs of the Future Will Require Data Analysis

But finding employees skilled in big data will be a challenge for HR

November 16, 2016 | Aliah D. Wright

A man sitting at a control room with several monitors.


By 2021, organizations will increase the number of jobs requiring data analysis skills, say 59 percent of respondents to a new survey from the Society for Human Resource Management (SHRM).

As a result, recruiting will be much harder for companies seeking professionals skilled in data analysis.

Hitting even closer to home: More than half—54 percent—of organizations now require data analysis skills in the HR department.

Nearly 400 HR professionals from a randomly selected sample of SHRM's membership were surveyed for the Jobs of the Future: Data Analysis Skills report, sponsored by the American Statistical Association.

Today, according to the report, 53 percent of HR departments use big data to help make strategic decisions; 71 percent use it for the sourcing, recruitment or selection of candidates; 63 percent use it to identify the causes of turnover and for employee retention strategies or trends; and 61 percent use it to manage talent and performance. The study points out that 51 percent of organizations say they don't use big data because of a lack of knowledge or expertise and 30 percent said there wasn't enough data collected or available.

Two percent of organizations say they expect to create positions requiring data analysis skills in 2016.  "Publicly owned for-profit organizations were more likely than privately owned for-profit organizations to have data analysis positions," the study reveals.

While the demand for these skills is great, it's not easy to find qualified candidates: 78 percent of those polled say that within the last 12 months they've had a hard time recruiting candidates with data analysis skills for jobs such as data analyst, data scientist, statistician, market research analyst, financial analyst and research manager.

Preparation Begins Now

HR professionals can prepare for the onslaught of demand from hiring managers for workers with these skills by promoting more professional development, training employees and workforce planning.

"It is valuable for organizations to engage in workforce planning to define future business needs, identify gaps between the existing and future workforce, and to develop strategies to meet these needs—especially for in-demand skills," said Evren Esen, director of workforce analytics at SHRM.

SHRM polled nearly 400 of its members who work for companies with 25 or more employees in August and September 2016.

Researchers also discovered, not surprisingly, that 71 percent of organizations had data analyst positions in finance and accounting.

skillschart2.jpg

Most of the roles are full-time and are in mid-level management (79 percent). About 73 percent are at the individual contributor level. Some 60 percent of companies require their senior managers and executives to have data analysis skills, too.

About 83 percent of those polled said that some moderate data analysis skills are required for these types of positions and, for those jobs, organizations usually require at least a bachelor's degree. At least one-third of these organizations prefer a degree in analytics, statistics or computer science.

Other findings:

  • About 72 percent of organizations hired people in data analysis positions in the last 12 months. Of those, 78 percent reported difficulty recruiting for these positions.
  • Organizations with 500 or more employees were more likely than organizations with 25 to 499 employees to have hired data analysis positions in the last 12 months.
  • Publicly owned for-profit organizations were more likely than all other sectors to have hired for positions requiring data analysis skills in the last 12 months.

"Growing complexity in the use of data analytics could lead to organizations seeking out talent with these highly specialized skills," Esen noted. "If this happens, HR may be faced with recruitment and retention difficulties. To deal with these potential skill shortages, HR needs to prepare for its current and future workforce needs, including justifying investments in employee training and development."

The study's authors suggest HR consider the following workforce planning advice:

  • Set strategic direction.
  • Analyze the workforce by conducting a supply analysis, demand analysis and a gap analysis.
  • Develop action plans that include recruiting and training plans to deal with gaps.
  • Implement action plans.
  • Monitor, evaluate and revise plans.
  • Involve key stakeholders in the process, including a high-level executive who will support the plan.
  • Make sure plans align with the organization's strategic business plan.
  • Coordinate with succession planning and career development initiatives.
  • Make workforce planning an ongoing activity.

     

Was this article useful? SHRM offers thousands of tools, templates and other exclusive member benefits, including compliance updates, sample policies, HR expert advice, education discounts, a growing online member community and much more. Join/Renew Now and let SHRM help you work smarter. 

Communication
Technology

Artificial Intelligence in the Workplace

​An organization run by AI is not a futuristic concept. Such technology is already a part of many workplaces and will continue to shape the labor market and HR. Here's how employers and employees can successfully manage generative AI and other AI-powered systems.



Related Content

Kelly Dobbs Bunting speaks onstage at SHRM24
(opens in a new tab)
News
Why AI+HI Is Essential to Compliance

HR must always include human intelligence and oversight of AI in decision-making in hiring and firing, a legal expert said at SHRM24. She added that HR can ensure compliance by meeting the strictest AI standards, which will be in Colorado’s upcoming AI law.

(opens in a new tab)
News
A 4-Day Workweek? AI-Fueled Efficiencies Could Make It Happen

The proliferation of artificial intelligence in the workplace, and the ensuing expected increase in productivity and efficiency, could help usher in the four-day workweek, some experts predict.

(opens in a new tab)
News
How One Company Uses Digital Tools to Boost Employee Well-Being

Learn how Marsh McLennan successfully boosts staff well-being with digital tools, improving productivity and work satisfaction for more than 20,000 employees.

HR Daily Newsletter

Stay up to date with the latest HR news, trends, and expert advice each business day.

Success title

Success caption

Manage Subscriptions
  • About SHRM
  • Careers at SHRM
  • Press Room
  • Contact SHRM
  • Book a SHRM Executive Speaker
  • Advertise with Us
  • Partner with Us
  • Copyright & Permissions
  • Post a Job
  • Find an HR Job
Follow Us
  • LinkedIn
  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • SHRM Newsletters
  • Ask An Advisor

© 2025 SHRM. All Rights Reserved

SHRM provides content as a service to its readers and members. It does not offer legal advice, and cannot guarantee the accuracy or suitability of its content for a particular purpose. Disclaimer


  1. Privacy Policy

  2. Terms of Use

  3. Accessibility

Join SHRM for Exclusive Access to Member Content

SHRM Members enjoy unlimited access to articles and exclusive member resources.

Already a member?
Free Article
Limit Reached

Get unlimited access to articles and member-exclusive resources.

You've reached the limit of 1 free article this month. Join to access unlimited articles and member-only resources.

Already a member?
Free Article
Exclusive Executive-Level Content

This content is for the SHRM Executive Network and Executive Content Subscription members only.

You've reached the limit of 1 free article this month. Join the Executive Network and enjoy unlimited content.

Already a member?
Free Article
Exclusive Executive-Level Content

This content is for the SHRM Executive Network and Executive Content Subscription members only.

You've reached the limit of 1 free article this month. Join and enjoy unlimited access to SHRM Executive Network Content.

Already a member?
Unlock Your Career with SHRM Membership

Please enjoy this free resource! Join SHRM for unlimited access to exclusive articles and tools.

Already a member?

Your membership is almost expired! Renew today for unlimited access to member content.

Renew now

Your membership has expired. Renew today for unlimited access to member content.

Renew Now

Your Executive Network membership is nearing its expiration. Renew now to maintain access.

Renew Now

Your membership has expired. Renew your Executive Network benefits today.

Renew Now