Which production worker tasks are most exposed to AI?

Review work orders and blueprints to ensure work is performed according to specifications. Distribute production schedules or work orders to departments. Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.

Will AI replace production and assembly workers? What the job data shows

Q: Will AI replace production and assembly workers?

Our estimate puts production and assembly workers at medium exposure: that is how much of the listed work is information processing AI tools can do or speed up, not a forecast that the job disappears. JobRipe doesn't have enough postings yet to show a demand trend.

AI exposure (estimate)

Medium exposure

From 28 O*NET tasks

Hiring demand on JobRipe

Demand trend: not enough data yet

Open jobs now

494

from 199 employers

An estimate, not a prediction. This is an estimate of how much of this kind of work AI tools can do or speed up, built from published task lists. It is not a prediction about your job, your employer or your career: most jobs change rather than disappear, and the parts that change are often the routine ones.

What the work is made of

Information work (reading, writing, calculating, analysing)about 50%
Planning, deciding and coordinatingabout 20%
Working directly with peopleabout 10%
Hands-on physical workabout 30%

Tasks AI tools can do or speed up

Review work orders and blueprints to ensure work is performed according to specifications.
Distribute production schedules or work orders to departments.
Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.
Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.

Tasks that rely on people or hands-on work

Perform quality checks on products and parts.
Rotate through all the tasks required in a particular production process.
Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.
Supervise assemblers and train employees on job procedures.

Tasks as published by O*NET for Team Assemblers, Production, Planning, and Expediting Clerks.

Skills rising and falling in production worker job ads

Not enough postings from the same employers in both periods to compare skills yet.

Thinking about a move?

See nearby roles, how many of their skills you already have, what they pay in job ads, and free or government-funded ways to learn the rest.

Plan a career switch See production worker jobs Manufacturing & Production salaries

Related occupations

WelderLower exposure

How we work this out

Every task O*NET lists for the occupation is put in one of four groups by its main verb and what it acts on. Information work counts fully towards exposure, planning and deciding half, working directly with people a fifth, and hands-on physical work not at all. Tasks are weighted by how important O*NET's survey of workers rates them. The weighted result is shown only as a band.

Information work (reading, writing, calculating, analysing)
counts fully towards exposure
Planning, deciding and coordinating
counts half towards exposure
Working directly with people
counts a fifth towards exposure
Hands-on physical work
counts not at all towards exposure

Bands: Lower exposure, Medium exposure from 40 in 100 weighted task points, Higher exposure from 65 in 100 weighted task points. Supplemental tasks count 70% of a core task.

Demand: new postings JobRipe first saw from 2026-07-26 to 2026-10-24 compared with the 90 days before (2026-04-27 onwards), only from employers JobRipe was already tracking before 2026-04-27, so adding employers never looks like growth. A trend needs at least 20 earlier postings from 5+ employers; a change of 15% or more is “growing” or “shrinking”. A rising or falling skill needs 10+ postings and a 5-point move.

Sources

O*NET 30.3 Database (task statements, task importance ratings, occupation data), U.S. Department of Labor, Employment and Training Administration (USDOL/ETA) · CC BY 4.0
Autor, Levy & Murnane (2003), The Skill Content of Recent Technological Change, Quarterly Journal of Economics 118(4) · used for the routine / non-routine task framework (method only, no data)
· used for the idea of rating exposure task by task from O*NET (method only, no data)