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AI and jobs

Will AI Replace Coating? (2026)

The Bureau of Labor Statistics places coating in its low AI exposure category, among the occupations least exposed to current AI. BLS projects employment to change by +2.5% over 2025–2035, against 3.5% for all occupations, with about 15,300 openings a year.

Short answer

Very unlikely. BLS rates coating among the occupations least exposed to AI, and most of the work is the kind current AI tools cannot do.

BLS AI exposure
LowBLS EP supplemental table
AI-resilience score
52/100Higher than 66% of jobs · NueCareer
Projected change
+2.5%BLS EP 2025–2035; all jobs 3.5%
Openings a year
15,300BLS EP 2025–2035

The federal measure

How exposed coating are to AI

The Bureau of Labor Statistics publishes a relative AI exposure category for each occupation it projects, built from five public measures of where AI could be, or already is, used to assist with or complete the work. Coating land in the low category: among the occupations least exposed to current AI.

Where this job sits on the BLS scale

786 occupations in the NueCareer bank, in BLS's four relative categories; width shows how many fall in each

  1. Low · this job203 occupations · 26%
  2. Moderate194 occupations · 25%
  3. High190 occupations · 24%
  4. Very high199 occupations · 25%

Source: BLS Employment Projections, AI exposure categories supplemental table.

  1. Exposure is relative. The categories rank occupations against each other; they are not a probability that a job is automated.
  2. BLS says exposure does not imply job loss, productivity gains, automation probability or wage effects. A highly exposed job can still grow if AI makes the people in it more productive.
  3. The classification reflects AI capabilities as the underlying studies measured them. Read the BLS method and limitations.

Inside the work

What AI can and cannot do in this job

O*NET rates how important each work activity is to an occupation and how often each working condition comes up. The ratings below are the ones that move the job's NueCareer AI-resilience score the most: the ones that pull it up, and the ones that pull it down. Only ratings clearly above the midpoint count.

What holds up

Physical, hands-on and person-to-person work

  • Hands-on work with tools and objects4.8/5
    O*NET work context, frequency or level
  • Face-to-face discussions4.5/5
    O*NET work context, frequency or level
  • Inspecting equipment, structures, or materials4.2/5
    O*NET work activity, importance
  • Handling and moving objects3.6/5
    O*NET work activity, importance

What AI reaches first

Routine, repeatable and screen-based work

  • Repetitive motions4.6/5
    O*NET work context, frequency or level
  • Processing information3.6/5
    O*NET work activity, importance
  • Getting information4.3/5
    O*NET work activity, importance
  • Evaluating information to determine compliance with standards3.7/5
    O*NET work activity, importance

The tasks O*NET lists for coating

  • Clean equipment and work areas.
  • Dispose of hazardous waste in an appropriate manner.
  • Use brush to hand-paint areas in need of retouching or unreachable with a spray gun.
  • Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes.
  • Hold or position spray guns to direct spray onto articles.
  • 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.

O*NET 31.0 Database task statements, most important first.

The jobs

Will there still be jobs?

Exposure says where AI meets the work. The BLS projection says what the labor market is expected to do over 2025–2035. BLS projects +2.5% change in employment over the decade, against 3.5% across all occupations, and about 15,300 openings a year once retirements and career changes are counted. About 158,740 people work in the job today, at a median of $48,250 a year (BLS OEWS, May 2025).

Full coating, painting, and spraying machine setter, operator, and tender profile: pay by state, entry route and skills

Options

Related careers that are also low-exposure

Careers O*NET lists as related to the work, or in the same field at similar pay, that BLS places in a low exposure category.

  1. Painter, Construction and Maintenance

    Construction and Extraction

    Median pay
    $49,400median a year
    Growth
    +3.0%
    Openings / yr
    24,900
    Education
    No formal credential
    Low
    BLS AI exposure
    70/100
    resilience

    Paint walls, equipment, buildings, bridges, and other structural surfaces, using brushes, rollers, and spray guns.

  2. Grinding and Polishing Worker, Hand

    Production

    Median pay
    $42,660median a year
    Growth
    −19.2%
    Openings / yr
    700
    Education
    No formal credential
    Low
    BLS AI exposure
    68/100
    resilience

    Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects.

  3. Furniture Finisher

    Production

    Median pay
    $44,540median a year
    Growth
    −3.5%
    Openings / yr
    1,500
    Education
    High school
    Low
    BLS AI exposure
    56/100
    resilience

    Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to specified color or finish.

  4. Plating Machine Setter, Operator, and Tender, Metal and Plastic

    Production

    Median pay
    $43,960median a year
    Growth
    −9.7%
    Openings / yr
    2,500
    Education
    High school
    Low
    BLS AI exposure
    53/100
    resilience

    Set up, operate, or tend plating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces.

  5. Fiberglass Laminator and Fabricator

    Production

    Median pay
    $46,880median a year
    Growth
    +4.6%
    Openings / yr
    1,700
    Education
    High school
    Low
    BLS AI exposure
    53/100
    resilience

    Laminate layers of fiberglass on molds to form boat decks and hulls, bodies for golf carts, automobiles, or other products.

Will AI replace house painters?

Questions

Will AI Replace Coating? FAQ

Will AI replace coating?

Very unlikely. BLS rates coating among the occupations least exposed to AI, and most of the work is the kind current AI tools cannot do. BLS defines exposure as AI being able to assist with or complete some of the work, and says it does not imply job loss, productivity gains or wage effects. BLS projects employment to change by +2.5% over 2025–2035, against 3.5% for all occupations, with about 15,300 openings a year.

How exposed are coating to AI?

BLS sorts 786 occupations into four relative categories: low, moderate, high and very high. Coating are in the low category, alongside 202 other occupations. The categories combine five public measures of where AI could be or already is used, and they compare occupations with each other rather than giving an absolute risk.

What parts of a coating, painting, and spraying machine setter, operator, and tender's job can AI do?

In O*NET's description of the work, the parts that overlap most with what AI handles well are repetitive motions, processing information and getting information. The parts that hold up best are hands-on work with tools and objects, face-to-face discussions and inspecting equipment, structures, or materials. These come from O*NET ratings of how important each activity is to the job, read through NueCareer's AI-resilience method.

Is being a coating, painting, and spraying machine setter, operator, and tender a safe career from AI?

On NueCareer's AI-resilience score, built from O*NET work activities, coating score 52 out of 100, higher than 66% of the occupations we score. The job pays a median of $48,250 a year (BLS OEWS, May 2025). No job is fully safe from technological change, but the federal exposure category and the projected openings are the two numbers worth weighing.

What careers similar to coating are less exposed to AI?

Painter, Construction and Maintenance (low exposure, $49,400 median), Grinding and Polishing Worker, Hand (low exposure, $42,660 median), Furniture Finisher (low exposure, $44,540 median), Plating Machine Setter, Operator, and Tender, Metal and Plastic (low exposure, $43,960 median). Each is also in the low category, and most are listed by O*NET as related to the work.

The AI exposure category is the Bureau of Labor Statistics'. The AI-resilience score and the activity breakdown are NueCareer's analysis of O*NET 31.0 Database data (method), not a federal figure. More: jobs most exposed to AI, jobs least exposed to AI, or check any job.