How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Read and understand operating manuals, blueprints, and technical drawings.66
- Schedule maintenance for industrial machines and equipment, and keep equipment service records.64
- Adjust and maintain industrial machinery, using control and regulating devices.64
- Overhaul and test machines or equipment to ensure operating efficiency.62
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Weld or solder broken parts and structural members, using electric or gas welders and soldering tools.01
- Dismantle and reassemble heavy equipment using hoists and hand tools.02
- Adjust, maintain, and repair or replace subassemblies, such as transmissions and crawler heads, using hand tools, jacks, and cranes.03
- Research, order, and maintain parts inventory for services and repairs.04
- Fit bearings to adjust, repair, or overhaul mobile mechanical, hydraulic, and pneumatic equipment.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Industrial Machinery Mechanics
Closely related work
Compare these careers →Maintenance Workers, Machinery
Closely related work
Compare these careers →Hoist and Winch Operators
Related work
Compare these careers →Millwrights
Related work
Compare these careers →Crane and Tower Operators
Related work
Compare these careers →Operating Engineers and Other Construction Equipment Operators
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
