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AI Risk Comparison

Millwrights vs Heating, Air Conditioning, and Refrigeration Mechanics and Installers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Millwrights
Higher risk
Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Risk gap
0 points
Installation & MaintenanceO*NET: 49-9044.00

Millwrights

Install, dismantle, or move machinery and heavy equipment according to layout plans, blueprints, or other drawings.

AI Risk Score

56/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Signal crane operator to lower basic assembly units to bedplate, and align unit to centerline.
  • Level bedplate and establish centerline, using straightedge, levels, and transit.
  • Operate engine lathe to grind, file, and turn machine parts to dimensional specifications.
  • Evaluating Information to Determine Compliance with Standards
  • Documenting/Recording Information

Top skills

Installation3.75/5
Equipment Maintenance3.75/5
Troubleshooting3.75/5
Critical Thinking3.62/5
Operations Monitoring3.62/5

Recommended career pivots

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers87/100Maintenance and Repair Workers, General57/100Industrial Machinery Mechanics68/100Engine and Other Machine Assemblers84/100Boilermakers82/100
Installation & MaintenanceO*NET: 49-9021.00

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

Install or repair heating, central air conditioning, HVAC, or refrigeration systems, including oil burners, hot-air furnaces, and heating stoves.

AI Risk Score

56/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Inspect and test systems to verify system compliance with plans and specifications or to detect and locate malfunctions.
  • Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.
  • Schedule work with customers and initiate work orders, house requisitions, and orders from stock.
  • Updating and Using Relevant Knowledge
  • Evaluating Information to Determine Compliance with Standards

Top skills

Operations Monitoring3.62/5
Critical Thinking3.50/5
Troubleshooting3.50/5
Reading Comprehension3.38/5
Installation3.38/5

Recommended career pivots

Stationary Engineers and Boiler Operators87/100Plumbers, Pipefitters, and Steamfitters63/100Control and Valve Installers and Repairers, Except Mechanical Door64/100Home Appliance Repairers59/100Boilermakers82/100

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