Will AI replace Engine and Other Machine Assemblers?

AI can do 0% of the work Engine and Other Machine Assemblers do at least twice as fast. None of their 12 tasks show real AI use yet. Robots can technically handle 10 physical tasks. 2 still need a person.

AI is already doing this0 · 0% of time

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

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next0 · 0% of time

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

  • No other tasks in this job can be sped up by AI today.

Robots can technically do this10 · 84% 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.

  • Position or align components for assembly, manually or using hoists.Robots: purpose built settings20% of time
  • Fasten or install piping, fixtures, or wiring and electrical components to form assemblies or subassemblies, using hand tools, rivet guns, or welding equipment.Robots: purpose built settings17% of time
  • Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.Robots: purpose built settings11% of time
  • Set and verify parts clearances.Robots: purpose built settings7% of time
  • Verify conformance of parts to stock lists or blueprints, using measuring instruments such as calipers, gauges, or micrometers.Robots: purpose built settings7% of time
  • Remove rough spots and smooth surfaces to fit, trim, or clean parts, using hand tools or power tools.Robots: purpose built settings6% of time
  • Lay out and drill, ream, tap, or cut parts for assembly.Robots: purpose built settings5% of time
  • Maintain and lubricate parts or components.Robots: purpose built settings4% of time
  • Assemble systems of gears by aligning and meshing gears in gearboxes.Robots: purpose built settings4% of time
  • Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.Robots: purpose built settings2% of time

Still needs a person2 · 16% 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.

  • Rework, repair, or replace damaged parts or assemblies.9% of time
  • Read and interpret assembly blueprints or specifications manuals, and plan assembly or building operations.7% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 84% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Keep an eye on the 10 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 2 tasks that stay human. This is where your judgment, skill and relationships matter most.
Electromechanical Equipment Assemblers0%Structural Metal Fabricators and Fitters1%Timing Device Assemblers and Adjusters4%Fiberglass Laminators and Fabricators5%Team Assemblers5%Aircraft Structure, Surfaces, Rigging, and Systems Assemblers7%

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