AI exposure by occupation, O*NET 51-5113.00

Will AI replace Print Binding and Finishing Workers?

Print Binding and Finishing Workers: AI does not yet handle any of the role's 25 tasks; most of the work is hands-on, and the part AI can address mostly needs an efficient-tier model.

Have a team in this role?

Get your free 10-role sample: send this role and up to nine others, and a founder sends a board-pack PDF within two business days.

Get your free 10-role sample Book a 15-minute call

Every task, scored

The 25 tasks O*NET 30.3 lists for Print Binding and Finishing Workers, from most to least exposed. None reaches 60, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Imprint or emboss lettering, designs, or numbers on book covers, using gold, silver, or colored foil, and stamping machines. 50 Estimated Efficient 4.2
Meet with clients, printers, or designers to discuss job requirements or binding plans. 50 Estimated Standard 4.2
Design original or special bindings for limited editions or other custom binding projects. 50 Estimated Efficient 4.0
Train workers to set up, operate, and use automatic bindery machines. 35 Estimated Efficient 4.0
Install or adjust bindery machine devices, such as knives, guides, rollers, rounding forms, creasing rams, or clamps, to accommodate sheets, signatures, or books of specified sizes. 20 Estimated Efficient 4.5
Maintain records, such as daily production records, using specified forms. 20 Estimated Efficient 4.4
Lubricate, clean, or make minor repairs to machine parts to keep machines in working condition. 20 Estimated Efficient 4.4
Repair, restore, or rebind old, rare, or damaged books, using hand tools. 20 Estimated Efficient 3.6
Examine stitched, collated, bound, or unbound product samples for defects, such as imperfect bindings, ink spots, torn pages, loose pages, or loose or uncut threads. 15 Estimated No tier 4.6
Read work orders to determine instructions and specifications for machine set-up. 15 Estimated No tier 4.5
Stitch or glue endpapers, bindings, backings, or signatures, using sewing machines, glue machines, or glue and brushes. 15 Estimated No tier 4.5
Trim edges of books to size, using cutting machines, book trimming machines, or hand cutters. 15 Estimated No tier 4.5
Insert book bodies in devices that form back edges of books into convex shapes and produce grooves that facilitate cover attachment. 15 Estimated No tier 4.4
Monitor machine operations to detect malfunctions or to determine whether adjustments are needed. 15 Estimated No tier 4.4
Set up or operate bindery machines, such as coil binders, thermal or tape binders, plastic comb binders, or specialty binders. 15 Estimated No tier 4.3
Set up or operate machines that perform binding operations, such as pressing, folding, or trimming. 15 Estimated No tier 4.3
Cut cover material to specified dimensions, fitting and gluing material to binder boards by hand or machine. 15 Estimated No tier 4.3
Bind new books, using hand tools such as bone folders, knives, hammers, or brass binding tools. 15 Estimated No tier 4.3
Cut binder boards to specified dimensions, using board shears, hand cutters, or cutting machines. 15 Estimated No tier 4.3
Perform highly skilled hand finishing binding operations, such as grooving or lettering. 15 Estimated No tier 4.2
Compress sewed or glued signatures, using hand presses or smashing machines. 15 Estimated No tier 4.2
Form book bodies by folding and sewing printed sheets to form signatures and assembling signatures in numerical order. 15 Estimated No tier 4.2
Prepare finished books for shipping by wrapping or packing books and stacking boxes on pallets. 15 Estimated No tier 4.2
Set up or operate glue machines by filling glue reservoirs, turning switches to activate heating elements, or adjusting glue flow or conveyor speed. 15 Estimated No tier 4.1
Punch holes in and fasten paper sheets, signatures, or other material, using hand or machine punches and staplers. 15 Estimated No tier 3.8

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 25 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 25 of 25. 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

An efficient-tier model or lower covers 27% of the role's importance-weighted task work. 31% of the work is something AI can address at some tier, and 69% 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
33,180
Median annual wage
$42,290
Middle half of earners
$36,910 to $49,130
Projected change, 2024 to 2034
-16.1%

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.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Print Binding and Finishing Workers and AI

Will AI replace Print Binding and Finishing Workers?

Not on current evidence. None of the 25 tasks O*NET lists for this occupation reaches a task exposure of 60, the level at which JobRoute counts a task as handled by AI, and the role's importance-weighted exposure is 21 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.

What is the AI exposure of Print Binding and Finishing Workers?

21 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 25 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 25 are estimated from each task's O*NET work activity.

Which Print Binding and Finishing Workers tasks can AI already do?

None reaches 60 yet. The most exposed task is: Imprint or emboss lettering, designs, or numbers on book covers, using gold, silver, or colored foil, and stamping machines, at 50 out of 100.

What AI model tier does this role need?

An efficient-tier model or lower covers 27% of the role's importance-weighted task work, and 69% 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 Print Binding and Finishing Workers, and what do they earn?

33,180 people in the United States, with a median annual wage of $42,290 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of -16.1% 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: Print Binding and Finishing Workers. 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/print-binding-and-finishing-workers

Have a team in this role?

Get your free 10-role sample. Send this role and up to nine others, with no employee data, and a founder sends a PDF in board-pack format within two business days.

Get your free 10-role sample Book a 15-minute call

A founder replies within one business day.