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Compensation and Benefits Managers

Plan, direct, or coordinate compensation and benefits activities of an organization.

22,940 people do this job in the US. $149,230 a year.

now
2%

of the working time. Estimate.

Kinds of work
  • 75%
  • 25%
  • 0%
0%

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

Half the desk work within reach
April 2028

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 75% 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, 1%. Today's estimate: 2%.

0%5%10%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: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 1% within reachToday (estimate), September 2026: 2% 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 methods to improve employment policies, processes, and practices, and recommend changes to management.Done more than yearly by most who do it. 16%1.7 work days3.3 h to 1 work week2%Half by Apr 2028
Identify and implement benefits to increase the quality of life for employees by working with brokers and researching benefits issues.Done more than yearly by most who do it. 13%1.3 work days2.5 h to 4.2 work days3%Half by Feb 2028
Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.Done daily by most who do it. 12%3.3 h50 min to 1.3 work daysStays with people
Manage the design and development of tools to assist employees in benefits selection, and to guide managers through compensation decisions.Done more than yearly by most who do it. 9%2.1 work days3.3 h to 1.3 work weeks1%Half by Jul 2028
Formulate policies, procedures and programs for recruitment, testing, placement, classification, orientation, benefits and compensation, and labor and industrial relations.Done more than yearly by most who do it. 9%3.3 work days6.7 h to 1.7 work weeks0%Half by Sep 2028
Design, evaluate, and modify benefits policies to ensure that programs are current, competitive, and in compliance with legal requirements.Done more than yearly by most who do it. 7%2.1 work days3.3 h to 1.4 work weeks1%Half by Aug 2028
Administer, direct, and review employee benefit programs, including the integration of benefit programs following mergers and acquisitions.Done more than yearly by most who do it. 6%2.1 work days3.3 h to 2.1 work weeksStays with people
Analyze compensation policies, government regulations, and prevailing wage rates to develop competitive compensation plan.Done more than yearly by most who do it. 5%2.1 work days3.3 h to 1.4 work weeks1%Half by Aug 2028
Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.Done more than yearly by most who do it. 4%6.7 h1.7 h to 3.1 work days7%Half by Nov 2027
Direct preparation and distribution of written and verbal information to inform employees of benefits, compensation, and personnel policies.Done more than monthly by most who do it. 3%1.7 h25 min to 5 hStays with people
Prepare detailed job descriptions and classification systems and define job levels and families, in partnership with other managers.Done more than yearly by most who do it. 3%6.7 h2.5 h to 3.1 work days9%Half by Aug 2027
Analyze statistical data and reports to identify and determine causes of personnel problems, and develop recommendations for improvement of organization's personnel policies and practices.Done more than yearly by most who do it.3%1.7 work days3.3 h to 1.3 work weeks2%Half by May 2028

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.