Painting and coating workers apply finishes, often using machines, to products such as cars, jewelry and ceramics. They prepare surfaces, mix coatings, set up and run spray or dipping equipment, and check the finish. This page is about factory and shop finishing work, not house painting. Generative AI has little to do with the job; automated painting systems are the bigger change.
The short answer: AI is not the issue; automation in factories is. The ILO's 2025 index rates spray painters and varnishers as not exposed with a score of 0.12. The US Bureau of Labor Statistics projects 2 percent growth from 2025 to 2035, with about 16,100 openings a year. Projections are estimates, not guarantees.
How exposed painting and coating workers are
The International Labour Organization scores occupations' tasks from 0 (cannot be automated with generative AI) to 1 (could be done without a human operator), and groups them into gradients from 1 to 4, with 4 the most exposed; below them sit minimal exposure and not exposed (ILO Working Paper 140, 2025).
| Occupation (ISCO-08) | ILO category | Mean task score (0 to 1) |
|---|---|---|
| Spray Painters and Varnishers | Not exposed | 0.12 |
The ILO index measures generative AI, not robots or automated machines.
What the BLS projects
| Occupation | Projected change 2025 to 2035 | Openings a year |
|---|---|---|
| Painting and coating workers | Grow 2% | About 16,100 |
The BLS notes that many factories use automated painting systems, and it expects automation to continue to limit opportunities for these workers in some manufacturing establishments. Most openings will come from replacing workers who change jobs or retire. Its outlook does not mention AI.
What automation is taking on
- Spraying repeat parts on production lines with painting robots.
- Controlling coating thickness and drying with sensors and timers.
- Running dipping and powder coating lines with less hand work.
What stays with painting and coating workers
- Setup: preparing surfaces, mixing coatings and setting machines.
- Quality: spotting runs, gaps and defects and fixing them.
- Custom and touch-up work: one-off pieces, repairs and refinishing.
- Checking AI help: generated specs or mixing instructions can be wrong, which NIST calls confabulation (NIST AI 600-1). See checking AI output.
How the job is changing
As more lines use automated sprayers, the work tilts toward setting up, programming and maintaining equipment and checking quality. Hand finishing remains in custom, repair and small-batch work. This page is general information, not career advice.
See also will AI replace painters?, will AI replace factory workers? and will AI replace auto body repairers?
Pay and how to get in
The US Bureau of Labor Statistics puts the median annual pay for painting and coating workers at $48,060 in May 2025, against $50,980 for all workers. The BLS says the education needed to enter varies; its profile explains the routes in. See how this job compares in AI exposure by pay and AI exposure by education level.
Questions and answers
Will AI replace painting and coating workers?
Not on current projections. The BLS projects 2 percent growth from 2025 to 2035, with about 16,100 openings a year.
How exposed are painting and coating workers to AI?
The ILO rates spray painters and varnishers as not exposed with a score of 0.12.
Is automation a risk for this job?
The BLS says automation is expected to continue to limit opportunities in some manufacturing establishments.
Is this the same as house painting?
No. This page covers factory and shop finishing; see the painters page for construction and maintenance painters.