Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
AI replacement rate
65%This role is currently tracked with 8 timeline items plus a profile-based replacement estimate.
This role is currently tracked with 8 timeline items plus a profile-based replacement estimate.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2065%
Why this role is rated this way
Structural baseMany tasks involved in operating and tending coating, painting, and spraying machines, such as monitoring processes, loading materials, and performing routine adjustments, are highly repetitive and rule-based. These are prime candidates for automation through robotic systems and AI-driven process control.
Robotic arms equipped with precision nozzles and vision systems are already widely used to perform coating, painting, and spraying with high accuracy, consistency, and speed. This capability directly addresses the core physical application aspects of the role, potentially replacing human operators for these tasks.
AI-powered vision systems can monitor the application process in real-time, identifying defects or inconsistencies on coated surfaces more reliably than human inspection. Additionally, AI can enable predictive maintenance for the machinery, reducing the need for constant human oversight and preventative checks.
While operation can be automated, the more complex aspects of the role, such as initial machine setup, programming for diverse products, diagnosing non-routine malfunctions, and implementing corrective actions, still require human problem-solving, critical thinking, and adaptive expertise that current AI finds challenging to fully replicate.
Timeline
Relevant news and cases, newest firstSet 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. ... Automotive Painter (Auto Painter), Automotive Refinish Technician (Auto Refinish Tech), Coater Operator, Hand Sprayer, Industrial Painter, Paint Technician (Paint Tech), Painter, Powder Coater, Spray Painter, Top Coater
Open originalSet up and operate machines to paint or coat products with such materials as silver and copper solution, rubber, paint, glaze, oil, or rustproofing materials. Spray coated products with salt solutions to determine how they will resist corrosion. Turn dials, handwheels, valves, or switches to ...
Open originalThe U.S. Department of Labor has developed an automated occupational information database, O*NET, that identifies and describes work content, work skills, and training requirements for all jobs across the country in all sectors of the economy.
Open originalSet 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. Excludes Plating Machine Setters, Operators, and Tenders, Metal and Plastic (51-4193).
Open originalSet 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. Sample of reported job titles: Automotive Painter (Auto Painter), Automotive Refinish Technician (Auto Refinish Tech), Coater Operator, Hand Sprayer, Industrial Painter, Paint Technician (Paint Tech), Painter, Powder Coater, Spray Painter, Top Coater
Open originalCoating, painting, and spraying machine setters, operators, and tenders position the spray guns, set the nozzles, and synchronize the action of the guns with the speed of the conveyor carrying products through the machine.
Open originalCalling all future coating, painting, and spraying machine setters, operators, and tenders! Learn all about the education/skills required, salary expectations, and more to kick-start your career.
Open originalHowever, automation in manufacturing facilities is expected to limit the number of job opportunities available for painting and coating workers. The median annual wage for coating, painting, and spraying machine setters, operators, and tenders was $39,130 in May 2021...
Open original