AI exposure by occupation, O*NET 51-5112.00
Will AI replace Printing Press Operators?
Printing Press Operators: AI can already handle 2 of 23 tasks; most of the work is hands-on, and the part AI can address mostly needs a standard-tier model.
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Every task, scored
The 23 tasks O*NET 30.3 lists for Printing Press Operators, from most to least exposed. 2 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Download or scan files to be printed, using printing production software. | Estimated | Standard | |
| Verify that paper and ink meet the specifications for a given job. | Estimated | Standard | |
| Collect and inspect random samples during print runs to identify any necessary adjustments. | Estimated | Efficient | |
| Clean or oil presses or make minor repairs, using hand tools. | Estimated | Efficient | |
| Maintain time or production records. | Estimated | Efficient | |
| Start presses and pull proofs to check for ink coverage and density, alignment, and registration. | Estimated | No tier | |
| Examine job orders to determine quantities to be printed, stock specifications, colors, or special printing instructions. | Estimated | No tier | |
| Adjust ink fountain flow rates. | Estimated | No tier | |
| Feed paper through press cylinders and adjust feed and tension controls. | Estimated | No tier | |
| Load presses with paper and make necessary adjustments, according to paper size. | Estimated | No tier | |
| Monitor automated press operation systems and respond to fault, error, or alert messages. | Estimated | No tier | |
| Secure printing plates to printing units and adjust tolerances. | Estimated | No tier | |
| Clean ink fountains, plates, or printing unit cylinders when press runs are completed. | Estimated | No tier | |
| Change press plates, blankets, or cylinders, as required. | Estimated | No tier | |
| Obtain or mix inks and fill ink fountains. | Estimated | No tier | |
| Adjust digital files to alter print elements, such as fonts, graphics, or color separations. | Estimated | No tier | |
| Input production job settings into workstation terminals that control automated printing systems. | Estimated | No tier | |
| Direct or monitor work of press crews. | Estimated | No tier | |
| Download completed jobs to archive media so that questions can be answered or jobs replicated. | Estimated | No tier | |
| Control workflow scheduling or job tracking, using computer database software. | Estimated | No tier | |
| Monitor inventory levels on a regular basis, ordering or requesting additional supplies, as necessary. | Estimated | No tier | |
| Monitor environmental factors, such as humidity and temperature, that may impact equipment performance and make necessary adjustments. | Estimated | No tier | |
| Set up or operate auxiliary equipment, such as cutting, folding, plate-making, drilling, or laminating machines. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 23 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 23 of 23. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A standard-tier model or lower covers 22% of the role's importance-weighted task work. 22% of the work is something AI can address at some tier, and 78% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 144,260
- Median annual wage
- $45,780
- Middle half of earners
- $37,390 to $55,740
- Projected change, 2024 to 2034
- -8.1%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Prepress Technicians and Workers 73% skill overlap, about 10 months to move Exposure32
- Print Binding and Finishing Workers 68% skill overlap, about 12 months to move Exposure21
- Pressers, Textile, Garment, and Related Materials 67% skill overlap, about 12 months to move Exposure18
- Paper Goods Machine Setters, Operators, and Tenders 66% skill overlap, about 12 months to move Exposure20
- Photographic Process Workers and Processing Machine Operators 66% skill overlap, about 12 months to move Exposure25
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Printing Press Operators and AI
Will AI replace Printing Press Operators?
AI already handles 2 of the 23 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 22 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by -8.1% from 2024 to 2034.
What is the AI exposure of Printing Press Operators?
22 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 23 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 23 are estimated from each task's O*NET work activity.
Which Printing Press Operators tasks can AI already do?
The tasks with the highest exposure are: Download or scan files to be printed, using printing production software; Verify that paper and ink meet the specifications for a given job. They are the tasks that reach 60 or more.
What AI model tier does this role need?
A standard-tier model or lower covers 22% of the role's importance-weighted task work, and 78% is hands-on work that no model tier covers. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Printing Press Operators, and what do they earn?
144,260 people in the United States, with a median annual wage of $45,780 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of -8.1% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Printing Press Operators. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/printing-press-operators
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