Will forming press operators be replaced by AI?
Updated
Forming press operators score 26 of 100 for AI exposure. 57% of their task time still needs a person. AI can do 8% today and speed up another 35%.
- 8% AI can do it
- 35% AI helps
- 57% Needs a person
Low exposure
Lower than 69% of the 923 occupations we scored.
Task by task
We graded 26 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 7 and leaves 17 to people.
| Task | AI exposure |
|---|---|
| Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced. Logging meter readings and counts is routine digital record keeping. | 78% AI can do it |
| Complete work tickets, and place them with products. Filling work tickets is routine digital paperwork. | 72% AI can do it |
| Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines. LLMs can extract settings from specs; setter verifies before running. | 62% AI helps |
| Notify supervisors when extruded filaments fail to meet standards. Automated alerts can flag substandard output to supervisors. | 50% AI helps |
| Monitor machine operations and observe lights and gauges to detect malfunctions. Sensors and software can flag faults from gauge readings. | 45% AI helps |
| Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales. Cameras can check dimensions; physical weighing still needs a person. | 40% AI helps |
| Synchronize speeds of sections of machines when producing products involving several steps or processes. Controllers sync sections while a setter tunes timing with hands. | 35% AI helps |
| Measure arbors and dies to verify sizes specified on work tickets. Software can compare readings to tickets; gauging stays manual. | 35% AI helps |
| Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients. Control systems set values; setter still tunes machine components manually. | 30% AI helps |
| Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow. Physical control adjustments made with hands at the machine. | 18% Needs a person |
Show the other 16 tasks
| Task | AI exposure |
|---|---|
| Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing. Hands-on mixing and shaping; AI only helps with recipe math. | 16% Needs a person |
| Clear jams, and remove defective or substandard materials or products. Clearing jams and pulling bad parts needs physical access. | 15% Needs a person |
| Send product samples to laboratories for analysis. Physical sample pulling and shipping; AI helps with paperwork only. | 15% Needs a person |
| Pour, scoop, or dump specified ingredients, metal assemblies, or mixtures into sections of machine prior to starting machines. Manual pouring and scooping of ingredients into machine sections. | 14% Needs a person |
| Swab molds with solutions to prevent products from sticking. Physical swabbing of molds with release solution. | 13% Needs a person |
| Activate machines to shape or form products, such as candy bars, light bulbs, balloons, or insulation panels. Starting machines is an on-site operator action. | 12% Needs a person |
| Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices. Physical die and cutter installation with hand tools. | 12% Needs a person |
| Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters. Skilled hands on disassembly and part replacement on equipment. | 12% Needs a person |
| Remove materials or products from molds or from extruding, forming, pressing, or compacting machines, and stack or store them for additional processing. Physical removal and stacking of products from machines. | 11% Needs a person |
| Feed products into machines by hand or conveyor. Physical feeding of material into machines manually. | 10% Needs a person |
| Remove molds, mold components, and feeder tubes from machinery after production is complete. Physical removal of heavy mold parts after production runs. | 10% Needs a person |
| Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products. Physical hookup of air and gas lines by trained operators. | 9% Needs a person |
| Install, align, and adjust neck rings, press plungers, and feeder tubes. Precise physical alignment of parts is done with hands. | 9% Needs a person |
| Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks. Physical material moving with hoists and handtrucks on floor. | 8% Needs a person |
| Press control buttons to activate machinery and equipment. Physical button presses on site; little for AI to remove. | 7% Needs a person |
| Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses. Hands-on cleaning of dies and molds with swabs and air. | 5% Needs a person |
How forming press operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $45,760 a year, May 2025
- People employed
- 58,770 in the US, May 2025
- Projected change in jobs
- +1.5% from 2024 to 2034
Skills to build
- Verify machine settings pulled from work orders before each run
- Install, align, and adjust neck rings, press plungers, and feeder tubes
- Clean dies and molds with swabs, sponges, and air hoses
- Weigh and measure output with micrometers, templates, and scales
- Read gauges and lights to catch machine malfunctions early
- Plan changeovers in production scheduling software and SAP
Safer roles nearby
5 related occupations with lower scores.
Questions about forming press operators and AI
Will AI replace forming press operators?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly recording production data and filling work tickets. Setting up dies, feeding material, and cleaning molds stay with people because they need hands on the equipment.
Which tasks is AI taking over for forming press operators?
Recording production data, such as meter readings and quantities, scores 78 on exposure because logging counts is routine digital record keeping. Filling work tickets scores 72 for the same reason. Reviewing work orders scores 62, since language models can pull settings from specs, and the setter still checks them before running.
Which forming press operator tasks stay human?
Cleaning dies, arbors, and molds scores 5 on exposure, the lowest on the list, because it means swabs, sponges, and air hoses on physical parts. Pressing control buttons scores 7. Installing neck rings and press plungers scores 9, since precise hand alignment needs a trained operator at the machine.
How can forming press operators stay valuable as AI takes on paperwork?
Become the person who checks AI output. Verify settings pulled from work orders against the specification before each run, and keep hands-on skills such as die cleaning and neck ring alignment. Use SAP and production scheduling software to plan changeovers, since those tools now handle much of the record keeping.
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