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First-Line Supervisors of Mechanics, Installers, and Repairers

Directly supervise and coordinate the activities of mechanics, installers, and repairers. May also advise customers on recommended services. Excludes team or work leaders.

617,500 people do this job in the US. $79,860 a year.

now
27%

of the working time. Estimate.

Kinds of work
  • 57%
  • 6%
  • 36%
10%

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

Half the desk work within reach
October 2026

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 57% 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, 22%. Today's estimate: 27%.

0%10%20%30%40%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: 2% within reachGPT-5, August 2025: 3% within reachGemini 3 Pro, November 2025: 6% within reachClaude Opus 4.5, November 2025: 6% within reachGPT-5.2, December 2025: 8% within reachClaude Opus 4.6, February 2026: 8% within reachClaude Mythos Preview (early), April 2026: 22% within reachToday (estimate), September 2026: 27% 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 or implement electronic maintenance programs or computer information management systems.Done daily by most who do it. AI observed on this task.16%1 work day3.3 h to 4.2 work days5%Half by Oct 2027
Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.Done daily by most who do it. AI observed on this task.12%1.7 h25 min to 3.3 hStays with people
Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.Done daily by most who do it. 10%2.5 h50 min to 6.7 hStays with people
Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.Done daily by most who do it.8%3.3 h1.3 h to 1.7 work days27%Half by Mar 2027
Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.Done daily by most who do it. 5%50 min21 min to 2.5 h92%Half by now
Develop, implement, or evaluate maintenance policies and procedures.Done daily by most who do it. 5%4.2 h1.7 h to 1.3 work days27%Half by Jan 2027
Monitor employees' work levels and review work performance.Done daily by most who do it. 5%38 min13 min to 1.7 h95%Half by now
Compute estimates and actual costs of factors such as materials, labor, or outside contractors.Done daily by most who do it. 4%1.3 h25 min to 2.5 h87%Half by now
Inspect and monitor work areas, examine tools and equipment, and provide employee safety training to prevent, detect, and correct unsafe conditions or violations of procedures and safety rules.Done daily by most who do it. 4%50 min25 min to 2.5 hStays with people
Review, evaluate, accept, and coordinate completion of work bid from contractors.Done more than monthly by most who do it.3%2.1 h50 min to 4.2 h72%Half by now
Requisition materials and supplies, such as tools, equipment, or replacement parts.Done daily by most who do it. 3%25 min8 min to 1.3 h97%Half by now
Design equipment configurations to meet personnel needs.Done more than monthly by most who do it.3%4.2 h1.7 h to 1.3 work days27%Half by Jan 2027

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.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).