Will AI replace Forging Machine Setters, Operators, and Tenders, Metal and Plastic?
AI can do 5% of the work Forging Machine Setters, Operators, and Tenders, Metal and Plastic do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 1 of them. Robots can technically handle 11 physical tasks. 1 still needs 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 next1 · 5% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup.5% of time
Robots can technically do this11 · 91% 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.
- Set up, operate, or tend presses and forging machines to perform hot or cold forging by flattening, straightening, bending, cutting, piercing, or other operations to taper, shape, or form metal.Robots: purpose built settings37% of time
- Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions.Robots: purpose built settings15% of time
- Measure and inspect machined parts to ensure conformance to product specifications.Robots: purpose built settings10% of time
- Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools.Robots: purpose built settings9% of time
- Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications.Robots: purpose built settings5% of time
- Trim and compress finished forgings to specified tolerances.Robots: purpose built settings5% of time
- Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations.Robots: structured workplaces4% of time
- Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers.Robots: purpose built settings4% of time
- Repair, maintain, and replace parts on dies.Robots: purpose built settings2% of time
- Remove dies from machines when production runs are finished.Robots: purpose built settings1% of time
- Sharpen cutting tools and drill bits, using bench grinders.Robots: purpose built settings1% of time
Still needs a person1 · 4% 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.
- Confer with other workers about machine setups and operational specifications.4% 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.
What this means
Little of this work suits AI. The bigger change here is robots: today's robots can technically do 91% of the working time, though they are rarely cheap enough to replace people yet.
What to do next
- Get ahead on the 1 task AI could do next. These move as tools improve, so learning them early pays off.
- Keep an eye on the 11 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
- Build on the 1 task that stay human. This is where your judgment, skill and relationships matter most.
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