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AI Risk Comparison

Millwrights vs Maintenance and Repair Workers, General

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

Safer role
Millwrights
Higher risk
Maintenance and Repair Workers, General
Risk gap
1 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: 49-9071.00

Maintenance and Repair Workers, General

Perform work involving the skills of two or more maintenance or craft occupations to keep machines, mechanical equipment, or the structure of a building in repair. Duties may involve pipe fitting; HVAC maintenance; insulating; welding; machining; carpentry; repairing electrical or mechanical equipment; installing, aligning, and balancing new equipment; and repairing buildings, floors, or stairs.

AI Risk Score

57/100
Medium

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

Automation factors

  • Order parts, supplies, or equipment from catalogs or suppliers.
  • Record type and cost of maintenance or repair work.
  • Updating and Using Relevant Knowledge
  • Monitoring Processes, Materials, or Surroundings
  • Evaluating Information to Determine Compliance with Standards

Top skills

Equipment Maintenance3.88/5
Repairing3.88/5
Troubleshooting3.75/5
Critical Thinking3.25/5
Active Learning3.12/5

Recommended career pivots

Millwrights56/100Aircraft Structure, Surfaces, Rigging, and Systems Assemblers87/100Plumbers, Pipefitters, and Steamfitters63/100Helpers--Installation, Maintenance, and Repair Workers61/100Industrial Machinery Mechanics68/100

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