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.
- Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools.66
- Apply protective materials to equipment, components, and parts to prevent defects and corrosion.66
- Transfer tools, parts, equipment, and supplies to and from work stations and other areas.64
- Hold or supply tools, parts, equipment, and supplies for other workers.64
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.
- Assemble and maintain physical structures, using hand or power tools.01
- Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete.02
- Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools.03
- Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment.04
- Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Helpers--Extraction Workers
Closely related work
Compare these careers →Millwrights
Related work
Compare these careers →Maintenance Workers, Machinery
Related work
Compare these careers →Maintenance and Repair Workers, General
Shares some work
Compare these careers →Industrial Machinery Mechanics
Shares some work
Compare these careers →Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
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.
