Production & ManufacturingO*NET: 51-9124.00
Will AI Replace Coating, Painting, and Spraying Machine Setters, Operators, and Tenders?
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.
89out of 100
Critical Risk
AI Risk Score
89/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
16
🤖 What AI Can Do
- ▸Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes.
👤 What Requires Humans
- ▸Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers.
Task Breakdown
🤖AI Can Automate (1)
- Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes.
👤Requires Humans (1)
- Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers.
⚡AI-Assisted (14)
- Dispose of hazardous waste in an appropriate manner.
- Hold or position spray guns to direct spray onto articles.
- Spray prepared surfaces with specified amounts of primers and decorative or finish coatings.
- Disassemble, clean, and reassemble sprayers or power equipment, using solvents, wire brushes, and cloths.
- Fill hoppers, reservoirs, troughs, or pans with material used to coat, paint, or spray, using conveyors or pails.
- Clean equipment and work areas.
- Apply rust-resistant undercoats and caulk and seal seams.
- Start and stop operation of machines, using levers or buttons.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.62/5.00
Monitoring
Importance: 3.12/5.00
Operation and Control
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Equipment Maintenance
Importance: 3.00/5.00
Repairing
Importance: 3.00/5.00
CoordinationAI-Resistant
Importance: 2.88/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.88/5.00
Equipment SelectionAI-Vulnerable
Importance: 2.88/5.00
Troubleshooting
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Critical ThinkingAI-Resistant
Importance: 2.75/5.00
Social PerceptivenessAI-Resistant
Importance: 2.75/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.62/5.00
Active Listening
Importance: 2.62/5.00
Related Occupations
Painting, Coating, and Decorating Workers
87/100 — Critical Risk
Plating Machine Setters, Operators, and Tenders, Metal and Plastic
85/100 — Critical Risk
Molders, Shapers, and Casters, Except Metal and Plastic
70/100 — High Risk
Furniture Finishers
84/100 — Critical Risk
Grinding and Polishing Workers, Hand
87/100 — Critical Risk
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Frequently Asked Questions
Based on our analysis, Coating, Painting, and Spraying Machine Setters, Operators, and Tenders have a critical risk of AI replacement with a score of 89/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research