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.
- Rework or alter component model or parts as required to ensure that products meet standards.81
- Record specifications, production operations, and final dimensions of models for use in establishing operating standards and procedures.80
- Study blueprints, drawings, and sketches to determine material dimensions, required equipment, and operations sequences.79
- Use computer-aided design (CAD) and computer-aided manufacturing (CAM) software or hardware to fabricate model parts.78
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.
- Cut, shape, and form metal parts, using lathes, power saws, snips, power brakes and shears, files, and mallets.01
- Align, fit, and join parts, using bolts and screws or by welding or gluing.02
- Drill, countersink, and ream holes in parts and assemblies for bolts, screws, and other fasteners, using power tools.03
- Inspect and test products to verify conformance to specifications, using precision measuring instruments or circuit testers.04
- Set up and operate machines, such as lathes, drill presses, punch presses, or bandsaws, to fabricate prototypes or models.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Tool and Die Makers
Closely related work
Compare these careers →Machinists
Closely related work
Compare these careers →Patternmakers, Metal and Plastic
Closely related work
Compare these careers →Model Makers, Wood
Related work
Compare these careers →Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Related work
Compare these careers →Electrical and Electronic Equipment Assemblers
Related 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.
