Will AI replace Painting, Coating, and Decorating Workers?

What this score means

Painting, Coating, and Decorating Workers is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 19 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 5 to 54, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Painting, Coating, and Decorating Workers, most central first.

• 01Apply coatings, such as paint, ink, or lacquer, to protect or decorate workpiece surfaces, using spray guns, pens, or brushes.
• 02Examine finished surfaces of workpieces to verify conformance to specifications and retouch any defective areas.
• 03Clean and maintain tools and equipment, using solvents, brushes, and rags.
• 04Read job orders and inspect workpieces to determine work procedures and materials required.
• 05Select and mix ingredients to prepare coating substances according to specifications, using paddles or mechanical mixers.
• 06Place coated workpieces in ovens or dryers for specified times to dry or harden finishes.
• 07Clean surfaces of workpieces in preparation for coating, using cleaning fluids, solvents, brushes, scrapers, steam, sandpaper, or cloth.
• 08Conceal blemishes in workpieces, such as nicks and dents, using fillers such as putty.
• 09Rinse, drain, or wipe coated workpieces to remove excess coating material or to facilitate setting of finish coats on workpieces.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Painting, Coating, and Decorating Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Painting, Coating, and Decorating Workers?

Published research puts Painting, Coating, and Decorating Workers at 19 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Painting, Coating, and Decorating Workers?

Only partly. Individual estimates for Painting, Coating, and Decorating Workers run from 5 to 54 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which manufacturing roles face similar AI exposure?

The closest published manufacturing roles to Painting, Coating, and Decorating Workers by score are Biomass Plant Technicians (19/100), Chemical Plant and System Operators (19/100), and Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (19/100). Each has its own page with the research behind its number.

Also covers

Air Brush Decorator · Air Brush Operator · Airbrush Painter · Art Gilder · Babbitter · Bake Off Decorator · Bakery Decorator · Balloon Dipper and related titles

More manufacturing occupations

• Biomass Plant Technicians19/100
• Chemical Plant and System Operators19/100
• Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders19/100
• Cutters and Trimmers, Hand19/100
• Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders19/100
• Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders19/100
• Layout Workers, Metal and Plastic19/100
• Molders, Shapers, and Casters, Except Metal and Plastic19/100