Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Observe machine gauges and equipment operation to detect defects or deviations from standards, and make adjustments as necessary.50
• Weigh or measure chemicals, coatings, or paints before adding them to machines.47
• Attach hoses or nozzles to machines, using wrenches and pliers, and make adjustments to obtain the proper dispersion of spray.43

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers.22
• Dispose of hazardous waste in an appropriate manner.28
• Start and stop operation of machines, using levers or buttons.28

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 36 puts Coating, Painting, and Spraying Machine Setters, Operators, and Tenders in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 20 analyzed tasks lean automatable, 13 augmentable, and 7 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $48,250median wage
• 158,740employed
• 15,800annual openings
• +0.7%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Painting, Coating, and Decorating Workers 31
• Plating Machine Setters, Operators, and Tenders, Metal and Plastic 43
• Molders, Shapers, and Casters, Except Metal and Plastic 43
• Grinding and Polishing Workers, Hand 45
• Painters, Construction and Maintenance 22
• Adhesive Bonding Machine Operators and Tenders 52

FAQ — Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

What does a score of 36 mean for a Coating, Painting, and Spraying Machine Setters, Operators, and Tenders?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 36 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers; Dispose of hazardous waste in an appropriate manner; Start and stop operation of machines, using levers or buttons. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.