Will AI replace First-Line Supervisors of Mechanics, Installers, and Repairers?

AI can do 53% of the work First-Line Supervisors of Mechanics, Installers, and Repairers do at least twice as fast. People already use it for 3 of their 22 tasks, while 9 more are ready but barely used so far. Robots can technically handle 3 physical tasks. 7 still need a person.

AI is already doing this3 · 13% of time

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

  • Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.Mostly automated8% of time
  • Counsel employees about work-related issues and assist employees to correct job-skill deficiencies.Mostly assisted3% of time
  • Develop or implement electronic maintenance programs or computer information management systems.Mostly automated1% of time

AI could do this next9 · 41% of time

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

  • Monitor employees' work levels and review work performance.12% of time
  • Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.9% of time
  • Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.6% of time
  • Requisition materials and supplies, such as tools, equipment, or replacement parts.3% of time
  • Compute estimates and actual costs of factors such as materials, labor, or outside contractors.3% of time
  • Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.2% of time
  • Recommend or initiate personnel actions, such as hires, promotions, transfers, discharges, or disciplinary measures.2% of time
  • Meet with vendors or suppliers to discuss products used in repair work.2% of time
  • Design equipment configurations to meet personnel needs.under 1% of time

Robots can technically do this3 · 16% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.Robots: purpose built settings8% of time
  • Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.Robots: structured workplaces5% of time
  • Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers.Robots: purpose built settings3% of time

Still needs a person7 · 30% 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.

  • Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.10% of time
  • 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.8% of time
  • 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.5% of time
  • Develop, implement, or evaluate maintenance policies and procedures.2% of time
  • Review, evaluate, accept, and coordinate completion of work bid from contractors.2% of time
  • Conduct or arrange for worker training in safety, repair, or maintenance techniques, operational procedures, or equipment use.1% of time
  • Investigate accidents or injuries and prepare reports of findings.1% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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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 12 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 9 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 3 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 7 tasks that stay human. This is where your judgment, skill and relationships matter most.
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