Will AI replace Compensation, Benefits, and Job Analysis Specialists?

AI can do 53% of the work Compensation, Benefits, and Job Analysis Specialists do at least twice as fast. People already use it for 3 of their 22 tasks, while 11 more are ready but barely used so far. 8 still need a person.

AI is already doing this3 · 6% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.Mostly automated4% of time
  • Plan and develop curricula and materials for training programs and conduct training.Mostly automated3% of time
  • Prepare research results for publication in form of journals, books, manuals, and film.Mostly automatedunder 1% of time

AI could do this next11 · 47% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs.9% of time
  • Prepare occupational classifications, job descriptions, and salary scales.6% of time
  • Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.5% of time
  • Research employee benefit and health and safety practices, and recommend changes or modifications to existing policies.5% of time
  • Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.4% of time
  • Prepare reports, such as organization and flow charts and career path reports, to summarize job analysis and evaluation and compensation analysis information.4% of time
  • Develop, implement, administer, and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.4% of time
  • Research job and worker requirements, structural and functional relationships among jobs and occupations, and occupational trends.4% of time
  • Provide advice on the resolution of classification and salary complaints.3% of time
  • Advise staff of individuals' qualifications.1% of time
  • Assess need for and develop job analysis instruments and materials.1% of time

Still needs a person8 · 47% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Administer employee insurance, pension, and savings plans, working with insurance brokers and plan carriers.12% of time
  • Evaluate job positions, determining classification, exempt or non-exempt status, and salary.9% of time
  • Develop and administer compensation programs, such as merit or incentive pay.9% of time
  • Ensure company compliance with federal and state laws, including reporting requirements.8% of time
  • Assist in preparing and maintaining personnel records and handbooks.4% of time
  • Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information.3% of time
  • Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances.1% of time
  • Consult with, or serve as, technical liaison between business, industry, government, and union officials.1% of time

Your week is not the average

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 6 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Do the 3 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 11 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Build on the 8 tasks that stay human. This is where your judgment, skill and relationships matter most.
Agents and Business Managers of Artists, Performers, and Athletes46%Coroners61%Wholesale and Retail Buyers, Except Farm Products62%Purchasing Agents, Except Wholesale, Retail, and Farm Products62%Environmental Compliance Inspectors67%Buyers and Purchasing Agents, Farm Products38%

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