Will AI replace Industrial Machinery Mechanics?

AI can do 11% of the work Industrial Machinery Mechanics do at least twice as fast. People already use it for 1 of their 16 tasks, while 3 more are ready but barely used so far. Robots can technically handle 4 physical tasks. 8 still need a person.

AI is already doing this1 · 1% of time

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

  • Enter codes and instructions to program computer-controlled machinery.Mostly automated1% of time

AI could do this next3 · 10% of time

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

  • Record repairs and maintenance performed.5% of time
  • Record parts or materials used and order or requisition new parts or materials, as necessary.4% of time
  • Assign schedules to work crews.1% of time

Robots can technically do this4 · 27% 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.

  • Clean, lubricate, or adjust parts, equipment, or machinery.Robots: purpose built settings11% of time
  • Observe and test the operation of machinery or equipment to diagnose malfunctions, using voltmeters or other testing devices.Robots: purpose built settings7% of time
  • Examine parts for defects, such as breakage or excessive wear.Robots: purpose built settings5% of time
  • Cut and weld metal to repair broken metal parts, fabricate new parts, or assemble new equipment.Robots: purpose built settings4% of time

Still needs a person8 · 62% 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.

  • Repair or maintain the operating condition of industrial production or processing machinery or equipment.17% of time
  • Repair or replace broken or malfunctioning components of machinery or equipment.16% of time
  • Disassemble machinery or equipment to remove parts and make repairs.7% of time
  • Reassemble equipment after completion of inspections, testing, or repairs.7% of time
  • Analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.5% of time
  • Operate newly repaired machinery or equipment to verify the adequacy of repairs.4% of time
  • Study blueprints or manufacturers' manuals to determine correct installation or operation of machinery.4% of time
  • Demonstrate equipment functions and features to machine operators.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

Little of this work suits AI or today's robots. Most tasks depend on hands, presence or people skills.

What to do next

  • Do the 1 task AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 3 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 4 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 8 tasks that stay human. This is where your judgment, skill and relationships matter most.
Maintenance Workers, Machinery10%Millwrights7%Refractory Materials Repairers, Except Brickmasons0%Mechanical Door Repairers11%Control and Valve Installers and Repairers, Except Mechanical Door11%Maintenance and Repair Workers, General11%

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