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Automation Risk Analysis

Will “Abrasive Coating Machine Operator” be Automated?

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AI Exposure Risk

52%

“Abrasive Coating Machine Operator” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Abrasive Coating Machine Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Coating, Painting, and Spraying Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $51,610
Avg. Hourly Wage $24.81
Available Jobs (US) 159,500
Job Title & Hierarchy Code (SOC) Coating, Painting, and Spraying Machine Setters, Operators, and Tenders #51-9124
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Coating, Painting, and Spraying Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Record operational data on specified forms.

  • Fill small dents or scratches with body fillers and smooth surfaces to prepare for painting.

  • Weigh or measure chemicals, coatings, or paints before adding them to machines.

  • Clean equipment and work areas.

  • Sand and apply sealer to properly dried finish.

  • Apply rust-resistant undercoats and caulk and seal seams.

  • Operate auxiliary machines or equipment used in coating or painting processes.

  • 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.

  • Thread or feed items or products through or around machine rollers and dryers.

  • Remove materials, parts, or workpieces from painting or coating machines, using hand tools.

  • Set up portable equipment, such as ventilators, exhaust units, ladders, or scaffolding.

  • Remove grease, dirt, paint, or rust from surfaces in preparation for paint application, using abrasives, solvents, brushes, blowtorches, washing tanks, or sandblasters.

  • Observe machine gauges and equipment operation to detect defects or deviations from standards, and make adjustments as necessary.

  • Examine, measure, weigh, or test sample products to ensure conformance to specifications.

  • Apply primer over any repairs made to surfaces.

  • Attach hoses or nozzles to machines, using wrenches and pliers, and make adjustments to obtain the proper dispersion of spray.

  • Start and stop operation of machines, using levers or buttons.

  • Operate lifting or moving devices to move equipment or materials to access areas to be painted.

  • Monitor painting operations to identify flaws, such as blisters or streaks, and correct their causes.

  • Mix paints to match color specifications or original colors, stirring or thinning paints, using spatulas or power mixing equipment.

  • Use brush to hand-paint areas in need of retouching or unreachable with a spray gun.

  • Hold or position spray guns to direct spray onto articles.

  • Fill hoppers, reservoirs, troughs, or pans with material used to coat, paint, or spray, using conveyors or pails.

  • 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.

  • Determine paint flow, viscosity, and coating quality by performing visual inspections, or by using viscometers.

  • Buff and wax the finished paintwork.

  • Adjust controls on infrared ovens, heat lamps, portable ventilators, or exhaust units to speed the drying of surfaces between coats.

  • Dispose of hazardous waste in an appropriate manner.

Technologies & Software

  • DeepSeek
  • Inventory control software
  • Mistral (Mistral AI)
  • Claude (Anthropic)
  • Maintenance management software
  • ABB AI Robotics
  • Microsoft Excel
  • Cognex Vision AI
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Microsoft Word
  • Scheduling software
  • Time recording software
  • Siemens Industrial AI
  • Inventory management systems
  • Sight Machine AI
  • Gemini (Google)
  • Grok (xAI)
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Materials requirement planning MRP software
  • Microsoft Outlook
  • Robotic painting software
  • Rockwell Automation AI
  • Scaffolding
  • Trucklifts
  • Adjustable hand wrenches
  • Sand blasters
  • Computer terminals
  • Hoisting equipment
  • Low volume high pressure LVHP sprayers
  • Automated paint mixing equipment
  • Rivet guns
  • Step ladders
  • Adjustable wrench sets
  • Portable buffers
  • Exhaust units
  • Tungsten inert gas TIG welding equipment
  • Sandblasters
  • Paint stencils
  • Wire cleaning brushes
  • High volume low pressure HVLP spray guns
  • Robotic paint equipment
  • Manlift buckets
  • Pallet jacks
  • Product coating machines
  • Power sanders
  • Safety gloves
  • Rotary atomizers
  • Paint application brushes
  • Electric hoists
  • Power paint mixers
  • Forklifts
  • Air-assisted spraying systems
  • Power buffers
  • Paint spray guns
  • Specialized paint brushes
  • Blow torches
  • Safety goggles
  • Personal computers
  • Paint sprayguns
  • Hot air guns
  • Oxyacetylene welding equipment
  • Thermal spray systems
  • Shielded arc welding tools
  • Protective respirators
  • Paint application rollers
  • Straight screwdrivers
  • Electrostatic paint systems
  • Paint booths
  • Wire brushes
  • Safety glasses
  • Handcarts
  • Slip joint pliers
  • Abrasive disc wheels
  • Power drills
  • Viscosity meters
  • Compressed air systems
  • Steam cleaners
  • Airless gravity pumps
  • Air compressors
  • Claw hammers
  • Hydraulic jacks
  • Desktop computers
  • Wheeled forklifts
  • Respiratory protection equipment
  • Plasma cutters
  • Workshop cranes
  • Paint viscometers
  • Metal inert gas MIG welding equipment
  • Gas torches
  • Infrared drying lamps
  • Electrically operated airless pumps

Alternative Job Titles