Early-career context (study ages 22-25)

This role is in our Moderate exposure band, not our highest-exposure bands. The study's 16% finding should not be applied directly to this role.

The November 2025 revision reports a 16% relative employment decline for workers ages 22-25 in the most AI-exposed U.S. occupations, after firm-level controls, relative to workers in less-exposed fields and more experienced workers in the same occupations.

Use the task map to identify durable work and the skills worth building early.

Stanford Digital Economy Lab, Canaries in the Coal Mine - November 2025 revision

This is group-level U.S. payroll evidence, not a personal forecast. The authors do not claim that AI alone caused the change, and this context does not alter the exposure score.

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Role snapshot

What this role usually involves

O*NET 29.1 exact occupation

Set up, operate, or tend spraying or rolling machines to coat or paint any of a wide variety of products, including glassware, cloth, ceramics, metal, plastic, paper, or wood, with lacquer, silver, copper, rubber, varnish, glaze, enamel, oil, or rust-proofing materials. Includes painters of transportation vehicles such as painters in auto body repair facilities.

Common titles

Automotive Painter (Auto Painter)Coater OperatorPaint Technician (Paint Tech)PainterAutomotive Refinish Technician (Auto Refinish Tech)Hand Sprayer

O*NET job-zone preparation

Job Zone 2 · Some Preparation Needed These occupations usually require a high school diploma. Some previous work-related skill, knowledge, or experience is usually needed.

Broad guidance for this preparation level; exact requirements vary by role and employer.

Skills and knowledge

MonitoringOperation and ControlComplex Problem SolvingCoordination

Tools and technology

Microsoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft WordInventory control softwareInventory management systems

Work context

Face-to-face discussionsDecision latitudeFrequent contact with others

Source: O*NET 29.1 exact occupation - Coating, Painting, and Spraying Machine Setters, Operators, and Tenders, SOC 51-9124.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

Coating, Painting, and Spraying Machine Setters, Operators, and Tenders tasks, by AI exposure

We analyzed all 20 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders tasks - 13 augmentable and 7 durable. The full task map - every task with exactly what to do about each - is in your Career Report.

Adjacent career paths

Relatedness shows how reachable a move may be. A path is labeled lower exposure only when its score is at least 6 points lower; every row shows the measured difference.

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