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First-Line Supervisors of Mechanics, Installers, and Repairers

First-Line Supervisors of Mechanics, Installers, and Repairers score 41 out of 100, which is elevated exposure to AI. That ranks #405 of 923 US occupations, where #1 is the most exposed. Of the 22 tasks in this job, AI could speed up 1 on its own and 17 more with extra software built on top of it. In April–May 2026, 5 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

41/ 100
Elevated
Rank
#405of 923 jobs
US workers
617,500BLS, May 2025
Median pay
$79,860a year
In real AI use
5 of 22tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 1 (5%)
  • AI can speed this up with extra software: 17 (77%)
  • Little or no AI speed-up: 4 (18%)
  • Develop or implement electronic maintenance programs or computer information management systems.AI can speed this up on its own · supplemental task
  • Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers.AI can speed this up with extra software · core task
  • Monitor employees' work levels and review work performance.AI can speed this up with extra software · core task
  • Compute estimates and actual costs of factors such as materials, labor, or outside contractors.AI can speed this up with extra software · core task · Seen in real AI use
  • Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.AI can speed this up with extra software · core task
  • Requisition materials and supplies, such as tools, equipment, or replacement parts.AI can speed this up with extra software · core task
  • Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.AI can speed this up with extra software · core task
  • Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.AI can speed this up with extra software · core task
  • Counsel employees about work-related issues and assist employees to correct job-skill deficiencies.AI can speed this up with extra software · core task
  • Recommend or initiate personnel actions, such as hires, promotions, transfers, discharges, or disciplinary measures.AI can speed this up with extra software · core task
  • Investigate accidents or injuries and prepare reports of findings.AI can speed this up with extra software · core task
  • Conduct or arrange for worker training in safety, repair, or maintenance techniques, operational procedures, or equipment use.AI can speed this up with extra software · core task
  • Develop, implement, or evaluate maintenance policies and procedures.AI can speed this up with extra software · core task
  • Meet with vendors or suppliers to discuss products used in repair work.AI can speed this up with extra software · core task
  • Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.AI can speed this up with extra software · supplemental task
  • Review, evaluate, accept, and coordinate completion of work bid from contractors.AI can speed this up with extra software · supplemental task
  • Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.AI can speed this up with extra software · supplemental task · Seen in real AI use
  • Design equipment configurations to meet personnel needs.AI can speed this up with extra software · supplemental task · Seen in real AI use
  • Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.Little or no AI speed-up · core task · Seen in real AI use
  • 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.Little or no AI speed-up · core task
  • Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.Little or no AI speed-up · core task
  • Confer with personnel, such as management, engineering, quality control, customer, or union workers' representatives, to coordinate work activities, resolve employee grievances, or identify and review resource needs.Little or no AI speed-up · core task · Seen in real AI use

Questions about first-line supervisors of mechanics, installers, and repairers and AI

Will AI replace first-line supervisors of mechanics, installers, and repairers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. First-Line Supervisors of Mechanics, Installers, and Repairers score 41 out of 100 (elevated exposure), #405 of 923 US jobs. AI could speed up 18 of the job's 22 tasks, 1 of them on its own, while 4 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which first-line supervisors of mechanics, installers, and repairers tasks can AI do?

The most exposed tasks include "Develop or implement electronic maintenance programs or computer information management systems".

Which first-line supervisors of mechanics, installers, and repairers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements"; "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"; "Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment".

Are people already using AI for this work?

Yes. In April–May 2026, 5 of the 22 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as first-line supervisors of mechanics, installers, and repairers, and what do they earn?

About 617,500 people in the US, with median pay of $79,860 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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