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Compensation, Benefits, and Job Analysis Specialists

Conduct programs of compensation and benefits and job analysis for employer. May specialize in specific areas, such as position classification and pension programs.

112,380 people do this job in the US. $78,210 a year.

now
15%

of the working time. Estimate.

Kinds of work
  • 89%
  • 11%
  • 0%
6%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
September 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 89% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 10%. Today's estimate: 15%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 1% within reachGemini 3 Pro, November 2025: 1% within reachClaude Opus 4.5, November 2025: 1% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 10% within reachToday (estimate), September 2026: 15% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 22 tasks from .

TaskKind
Develop and administer compensation programs, such as merit or incentive pay.Done more than yearly by most who do it.20%1.7 work days3.3 h to 4.2 work days2%Half by Feb 2028
Research employee benefit and health and safety practices, and recommend changes or modifications to existing policies.Done more than monthly by most who do it. 15%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Administer employee insurance, pension, and savings plans, working with insurance brokers and plan carriers.Done daily by most who do it. 13%1.7 h25 min to 5 h51%Half by now
Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.Done more than yearly by most who do it.11%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Ensure company compliance with federal and state laws, including reporting requirements.Done more than yearly by most who do it. 9%3.3 h50 min to 1.7 work days21%Half by May 2027
Consult with, or serve as, technical liaison between business, industry, government, and union officials.Done more than monthly by most who do it.7%2.5 h50 min to 1 work dayStays with people
Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.Done more than monthly by most who do it.4%1.7 work days3.3 h to 4.2 work days2%Half by Feb 2028
Evaluate job positions, determining classification, exempt or non-exempt status, and salary.Done more than weekly by most who do it.4%3.3 h50 min to 6.7 h32%Half by Jan 2027
Prepare occupational classifications, job descriptions, and salary scales.Done more than weekly by most who do it.4%4.2 h1.7 h to 1.7 work days23%Half by Mar 2027
Provide advice on the resolution of classification and salary complaints.Done more than monthly by most who do it.3%1.7 h38 min to 5 h66%Half by now
Develop, implement, administer, and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.Done more than yearly by most who do it.2%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information.Done yearly or less by most who do it.2%5 h1.7 h to 2.1 work daysStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.