Will spray painting machine operators be replaced by AI?
Updated
Spray painting machine operators score 15 of 100 for AI exposure. 68% of their task time still needs a person. AI can do 2% today and speed up another 30%.
- 2% AI can do it
- 30% AI helps
- 68% Needs a person
Low exposure
Lower than 89% of the 923 occupations we scored.
Task by task
We graded 29 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 8 and leaves 20 to people.
| Task | AI exposure |
|---|---|
| Record operational data on specified forms. Data logging and form entries are readily handled by software. | 85% AI can do it |
| Mix paints to match color specifications or original colors, stirring or thinning paints, using spatulas or power mixing equipment. Color formulas and matching software assist, but mixing is physical. | 45% AI helps |
| Observe machine gauges and equipment operation to detect defects or deviations from standards, and make adjustments as necessary. Gauge reading and deviation alerts can be software monitored. | 40% AI helps |
| Examine, measure, weigh, or test sample products to ensure conformance to specifications. Sample testing could be partly automated by vision and sensors. | 35% AI helps |
| Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes. Visual flaw spotting could be assisted by vision tools. | 30% AI helps |
| Start and stop operation of machines, using levers or buttons. Machine start and stop could be handled by plant controls. | 30% AI helps |
| Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers. Viscosity and quality checks can be partly instrumented and analyzed. | 30% AI helps |
| Weigh or measure chemicals, coatings, or paints before adding them to machines. Weighing chemicals could use scales and recipe software. | 30% AI helps |
| Turn dials, handwheels, valves, or switches to regulate conveyor speeds, machine temperature, air pressure and circulation, and the flow or spray of coatings or paints. Setpoint dials and valves could be run by automated controls. | 25% AI helps |
| Dispose of hazardous waste in an appropriate manner. Physical handling of waste; AI only helps with paperwork. | 15% Needs a person |
Show the other 19 tasks
| Task | AI exposure |
|---|---|
| Operate auxiliary machines or equipment used in coating or painting processes. Operating auxiliary equipment is mostly physical and local. | 12% Needs a person |
| Adjust controls on infrared ovens, heat lamps, portable ventilators, or exhaust units to speed the drying of surfaces between coats. Adjusting ovens and heat lamps is local manual control. | 10% Needs a person |
| Disassemble, clean, and reassemble sprayers or power equipment, using solvents, wire brushes, and cloths. Disassembling and cleaning sprayers is manual physical labor. | 8% Needs a person |
| Fill hoppers, reservoirs, troughs, or pans with material used to coat, paint, or spray, using conveyors or pails. Loading hoppers and pans is manual physical material handling. | 8% Needs a person |
| Thread or feed items or products through or around machine rollers and dryers. Threading material through rollers is physical handling. | 8% Needs a person |
| Remove grease, dirt, paint, or rust from surfaces in preparation for paint application, using abrasives, solvents, brushes, blowtorches, washing tanks, or sandblasters. Abrasive and blasting surface prep is physical and hazardous. | 6% Needs a person |
| Clean equipment and work areas. Cleaning equipment and work areas is physical labor. | 5% Needs a person |
| Attach hoses or nozzles to machines, using wrenches and pliers, and make adjustments to obtain the proper dispersion of spray. Attaching hoses and nozzles needs hand tool work. | 5% Needs a person |
| Sand and apply sealer to properly dried finish. Sanding and sealing dried finishes requires manual skill. | 5% Needs a person |
| Remove materials, parts, or workpieces from painting or coating machines, using hand tools. Removing parts from machines is manual physical work. | 5% Needs a person |
| Operate lifting or moving devices to move equipment or materials to access areas to be painted. Operating lifts to reach work areas needs physical presence. | 5% Needs a person |
| Set up portable equipment, such as ventilators, exhaust units, ladders, or scaffolding. Setting up ladders and scaffolding is physical site work. | 5% Needs a person |
| Spray prepared surfaces with specified amounts of primers and decorative or finish coatings. Applying coatings to surfaces is physical and hands-on. | 4% Needs a person |
| Apply rust-resistant undercoats and caulk and seal seams. Applying undercoats and caulking seams needs manual skill. | 4% Needs a person |
| Apply primer over any repairs made to surfaces. Priming repairs is physical surface work. | 4% Needs a person |
| Hold or position spray guns to direct spray onto articles. Aiming spray guns requires physical presence and manual dexterity. | 3% Needs a person |
| Buff and wax the finished paintwork. Buffing and waxing is physical finishing work. | 3% Needs a person |
| Use brush to hand-paint areas in need of retouching or unreachable with a spray gun. Hand brushing retouch spots needs physical skill and access. | 3% Needs a person |
| Fill small dents or scratches with body fillers and smooth surfaces to prepare for painting. Filling dents with body filler is manual craft work. | 3% Needs a person |
How spray painting machine operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $48,250 a year, May 2025
- People employed
- 158,740 in the US, May 2025
- Projected change in jobs
- +2.5% from 2024 to 2034
Skills to build
- Program and supervise robotic painting software on repeat production runs
- Match custom colors with spectrophotometer and color formula software
- Schedule spray booth maintenance in maintenance management software
- Reorder coatings and track stock in inventory management systems
- Wear supplied-air respirators and keep fit-test records for each shift
Safer roles nearby
4 related occupations with lower scores.
Questions about spray painting machine operators and AI
Will AI replace spray painting machine operators?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly recording operational data on forms and observing machine gauges. Spraying parts, buffing finished paint, and filling dents stay with people because they need hands-on skill at the surface.
Which tasks is AI taking over from spray painting machine operators?
Recording operational data on specified forms has the highest exposure score at 85, since software already handles logging and form entries. Observing gauges and flagging deviations scores 40, because gauge alerts can run in software. Starting and stopping machines scores 30, since plant controls can handle it.
Which tasks stay with spray painting machine operators?
Holding and aiming spray guns scores 3 on exposure, the lowest on the list, because aiming needs a person in the booth and manual dexterity. Buffing and waxing finished paintwork and hand-brushing retouch spots also score 3, since they need physical finishing skill. Filling dents with body filler stays manual craft work.
How can spray painting machine operators stay valuable?
Learn to set up and supervise robotic painting software so you can run repeat jobs and catch drift early. Keep flaw and downtime logs in maintenance management software, since they show why a run failed. Match custom colors with spectrophotometer tools, since mixing paint stays physical work.
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