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Automation Risk Analysis

Will “Frame Changer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #499 of 702. Estimated risk: 86.0%

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AI Exposure Risk

22%

“Frame Changer” will almost certainly not 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 22% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Frame Changer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Maintenance Workers, Machinery, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Lubricate machinery, change parts, or perform other routine machinery maintenance.

Avg. Annual Salary $61,820
Avg. Hourly Wage $29.72
Available Jobs (US) 56,540
Job Title & Hierarchy Code (SOC) Maintenance Workers, Machinery #49-9043
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Maintenance Workers, Machinery”

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Core Skills & Abilities

  • Measure, mix, prepare, and test chemical solutions used to clean or repair machinery and equipment.

  • Lubricate or apply adhesives or other materials to machines, machine parts, or other equipment according to specified procedures.

  • Reassemble machines after the completion of repair or maintenance work.

  • Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.

  • Record production, repair, and machine maintenance information.

  • Install, replace, or change machine parts and attachments, according to production specifications.

  • Clean machines and machine parts, using cleaning solvents, cloths, air guns, hoses, vacuums, or other equipment.

  • Dismantle machines and remove parts for repair, using hand tools, chain falls, jacks, cranes, or hoists.

  • Replace or repair metal, wood, leather, glass, or other lining in machines, or in equipment compartments or containers.

  • Start machines and observe mechanical operation to determine efficiency and to detect problems.

  • Collect and discard worn machine parts and other refuse to maintain machinery and work areas.

  • Collaborate with other workers to repair or move machines, machine parts, or equipment.

  • Remove hardened material from machines or machine parts, using abrasives, power and hand tools, jackhammers, sledgehammers, or other equipment.

  • Replace, empty, or replenish machine and equipment containers such as gas tanks or boxes.

  • Inspect or test damaged machine parts, and mark defective areas or advise supervisors of repair needs.

  • Read work orders and specifications to determine machines and equipment requiring repair or maintenance.

  • Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.

  • Set up and operate machines, and adjust controls to regulate operations.

Technologies & Software

  • Augury (Predictive Maintenance)
  • Web browser software
  • Microsoft PowerPoint
  • Operating system software
  • Microsoft Excel
  • Uptake AI
  • Management information systems MIS
  • Microsoft Word
  • Computerized maintenance management system software CMMS
  • Database software
  • Scheduling software
  • Perplexity AI
  • Microsoft Office software
  • Word processing software
  • Spreadsheet software
  • SAP software
  • ServiceMax AI
  • ChatGPT (OpenAI)
  • Microsoft Outlook
  • Bandsaws
  • Industrial vacuums
  • Hones
  • Sledgehammers
  • Respirators
  • Lapping equipment
  • Jacks
  • Spot-welding equipment
  • Metal inert gas MIG welders
  • Hard hats
  • Drill presses
  • Ear plugs
  • Buffing machines
  • Sheet metal folders
  • Brakes
  • Steel rules
  • Levels
  • Programmable logic controllers PLC
  • Soldering guns
  • Vernier calipers
  • Reamers
  • Dollies
  • Personal computers
  • Tablet computers
  • Shielded arc welding tools
  • Lockout hasps
  • Safety blocks
  • Metal cutting taps
  • Power drills
  • Drill bit sets
  • Oxyacetylene torches
  • Forklifts
  • Compressed air guns
  • Ladders
  • Abrasive wheels
  • Jackhammers
  • Metal cutters
  • Polishing machines
  • Shears
  • Grinding machines
  • Lathes
  • Dial calipers
  • Hacksaws
  • Tungsten inert gas TIG welding equipment
  • Milling machines
  • Adjustable widemouth pliers
  • Socket wrench sets
  • Micrometers
  • Rulers
  • Rivet guns
  • Scaffolding
  • Cutoff saws
  • Safety belts
  • Screwdrivers
  • Adjustable wrenches
  • Plumb bobs
  • Deburring tools
  • Workshop cranes
  • Power grinders
  • Pallet jacks
  • Rigging equipment
  • Safety glasses
  • Grease guns
  • Metal cutting dies
  • Power saws
  • Manlifts
  • Straightedges
  • Dial indicators
  • Welding tips
  • Pipe threaders
  • Punches
  • Chain falls
  • Hoists
  • Power hacksaws
  • Hammers
  • Abrasive rubbing stones
  • Hold down clamps
  • Bench saws

Alternative Job Titles