Will forging machine operators be replaced by AI?
Updated
Forging machine operators score 16 of 100 for AI exposure. 91% of their task time still needs a person. AI speeds up the other 9%.
- 9% AI helps
- 91% Needs a person
Low exposure
Lower than 87% of the 923 occupations we scored.
Task by task
We graded 13 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 1 and leaves 12 to people.
| Task | AI exposure |
|---|---|
| Read work orders or blueprints to determine specified tolerances and sequences of operations for machine setup. AI can extract specs from prints; setter verifies setup. | 45% AI helps |
| Measure and inspect machined parts to ensure conformance to product specifications. Physical gauging needs a person; vision tools assist partly. | 20% Needs a person |
| Confer with other workers about machine setups and operational specifications. Live setup discussions with crew need human coordination. | 18% Needs a person |
| Start machines to produce sample workpieces, and observe operations to detect machine malfunctions and to verify that machine setups conform to specifications. Running machines and spotting faults needs a person on site. | 15% Needs a person |
| Repair, maintain, and replace parts on dies. Physical die repair needs skilled hands; AI only advises diagnosis. | 12% Needs a person |
| 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. Operating heavy forging presses is physical machine tending work. | 10% Needs a person |
| Turn handles or knobs to set pressures and depths of ram strokes and to synchronize machine operations. Manually setting pressure and stroke dials requires physical machine presence. | 8% Needs a person |
| Trim and compress finished forgings to specified tolerances. Press trimming and compressing is physical equipment operation. | 8% Needs a person |
| Position and move metal wires or workpieces through a series of dies that compress and shape stock to form die impressions. Physically feeding and moving hot or cold workpieces through dies. | 6% Needs a person |
| Select, align, and bolt positioning fixtures, stops, and specified dies to rams and anvils, forging rolls, or presses and hammers. Physically selecting, aligning and bolting fixtures and dies to machines. | 6% Needs a person |
Show the other 3 tasks
| Task | AI exposure |
|---|---|
| Install, adjust, and remove dies, synchronizing cams, forging hammers, and stop guides, using overhead cranes or other hoisting devices, and hand tools. Rigging and swapping heavy dies with cranes is physical work. | 5% Needs a person |
| Sharpen cutting tools and drill bits, using bench grinders. Manual bench grinder sharpening needs a skilled operator hands. | 5% Needs a person |
| Remove dies from machines when production runs are finished. Physically unbolting and removing dies at run end. | 4% Needs a person |
How forging machine operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $49,030 a year, May 2025
- People employed
- 8,930 in the US, May 2025
- Projected change in jobs
- -17.2% from 2024 to 2034
Skills to build
- Verify AI-extracted specs from blueprints before each machine setup
- Gauge machined parts to tolerance with calipers and micrometers
- Set stroke and pressure values in Machine control software
- Rig and swap heavy dies with overhead cranes
- Log die wear and replacements in Inventory tracking software
Questions about forging machine operators and AI
Will AI replace forging machine operators?
Partly. About 1 in 10 working hours go to tasks AI can already do, mostly reading work orders and blueprints and measuring machined parts against specs. Physical setup, die handling, and press operation stay with operators because they need a person at the machine.
Which tasks of forging machine operators can AI take over?
Reading work orders or blueprints for tolerances and operation sequences has an exposure score of 45, the highest on the list. AI can extract specs from prints, and the setter then verifies the setup against them. The verification step keeps the job in human hands.
Which forging machine operator tasks stay human?
Measuring and inspecting machined parts has an exposure score of 20 and stays human. Physical gauging needs a person at the part, and vision tools only assist. Conferring with crew on setups scores 18 because live coordination needs people, and starting sample runs to catch faults needs someone on site.
How can forging machine operators stay valuable?
Learn to set stroke and pressure values in Machine control software, since that work still needs a hand on the dial. Check AI-extracted specs from prints against gauge readings before each run. Log die wear and replacements in Inventory tracking software, and send die change schedules through Email software to the crew.
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