Print Binding and Finishing Workers
Also called: Binder Operator, Bindery Operator, Bindery Worker, Book BinderBind books and other publications or finish printed products by hand or machine. May set up binding and finishing machines.
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What the data says: AI could halve the time on 3 of its 25 tasks, and jobs are projected to shrink 17.5% by 2035. How to think about this →
About this projection
BLS builds AI into its projections where the research supports it: “BLS generally applies adjustments based on this research conservatively, where there is convincing evidence for a change.”
It also notes a limit: “BLS projection methods are not designed to capture extremely rapid technological change.”
On its AI exposure groups, BLS says exposure “does not imply job loss.”
Recent conditions
- In 2024, 4.2% of people in this work were unemployed, against 3.8% across all occupations Census ACS 2024
- From Sep 2025 to Aug 2026, 8.4 hires for every 10 job openings in nondurable goods manufacturing, which employs about 88% of people in this work, against 7.3 across all industries BLS JOLTS
One box per opening, filled for each hire; hires beyond the openings are added in a lighter shade. Higher can mean openings get filled, or that people leave often; lower, that jobs go unfilled, or hiring is slow.8.4 this industry7.3 all industries
Median pay by state BLS OEWS May 2025, state estimates
Tap a state for its figures.
Median pay in every state
| State | Median | Middle half earn | Jobs |
|---|---|---|---|
| Alabama | $39,270 | $33,240 to $43,400 | 440 |
| Alaska | $57,200 | $24,770 to $62,600 | 30 |
| Arizona | $39,740 | $36,160 to $49,100 | 240 |
| Arkansas | $41,040 | $39,000 to $47,440 | 200 |
| California | $45,390 | $38,480 to $51,230 | 1,590 |
| Colorado | $45,780 | $39,050 to $49,540 | 370 |
| Connecticut | $47,750 | $37,520 to $59,910 | 490 |
| Delaware | $40,080 | $31,200 to $56,190 | 40 |
| District of Columbia | $108,080 | $99,940 to $108,080 | 200 |
| Florida | $38,730 | $34,980 to $47,400 | 1,320 |
| Georgia | $39,310 | $33,790 to $48,860 | 790 |
| Hawaii | $41,050 | $34,460 to $44,680 | 80 |
| Idaho | $40,200 | $29,160 to $41,900 | 30 |
| Illinois | $47,880 | $39,370 to $50,730 | 1,540 |
| Indiana | $38,730 | $36,130 to $47,660 | 970 |
| Iowa | $38,790 | $36,590 to $47,670 | 330 |
| Kansas | $37,470 | $33,800 to $43,320 | 660 |
| Kentucky | $39,620 | $36,800 to $46,120 | 410 |
| Louisiana | $36,230 | $30,750 to $45,810 | 180 |
| Maine | $48,230 | $39,470 to $51,460 | 180 |
| Maryland | $45,170 | $35,300 to $50,150 | 560 |
| Massachusetts | $46,630 | $36,540 to $51,470 | 750 |
| Michigan | $40,460 | $36,000 to $48,230 | 1,320 |
| Minnesota | $48,390 | $43,060 to $59,100 | 1,710 |
| Mississippi | $91,850 | $45,240 to $102,670 | 110 |
| Missouri | $38,570 | $35,480 to $47,440 | 1,010 |
| Montana | $36,220 | $35,530 to $45,170 | 90 |
| Nebraska | $36,800 | $36,440 to $45,900 | 210 |
| Nevada | $40,200 | $35,200 to $48,360 | 350 |
| New Hampshire | $48,850 | $42,080 to $60,130 | 140 |
| New Jersey | $46,600 | $36,210 to $58,460 | 1,640 |
| New Mexico | $29,380 | $29,060 to $34,090 | 80 |
| New York | $44,210 | $38,280 to $47,750 | 1,150 |
| North Carolina | $39,580 | $37,270 to $47,850 | 1,070 |
| North Dakota | $48,760 | $36,760 to $61,600 | 80 |
| Ohio | $43,680 | $36,670 to $49,540 | 1,700 |
| Oklahoma | $37,770 | $28,960 to $39,250 | 140 |
| Oregon | $46,240 | $39,460 to $48,820 | 240 |
| Pennsylvania | $43,010 | $37,320 to $48,940 | 1,640 |
| Puerto Rico | $27,460 | $23,070 to $27,980 | 300 |
| Rhode Island | $45,050 | $44,260 to $57,020 | 40 |
| South Carolina | $40,820 | $34,350 to $46,000 | 340 |
| South Dakota | $41,350 | $38,740 to $43,330 | 110 |
| Tennessee | $36,960 | $33,050 to $46,370 | 730 |
| Texas | $37,310 | $34,970 to $47,240 | 1,820 |
| Utah | $39,570 | $37,900 to $46,460 | 690 |
| Vermont | $48,930 | $48,600 to $54,860 | 80 |
| Virginia | $42,780 | $35,340 to $50,810 | 980 |
| Washington | $45,300 | $38,810 to $57,690 | 460 |
| West Virginia | $41,340 | $41,340 to $48,680 | 280 |
| Wisconsin | $43,400 | $38,100 to $47,850 | 3,560 |
Nationally: $42,290. Shades run from the lowest state median to the highest; a territory below that range takes the lightest. How to read this
How AI touches the work
What AI could speed up, task by task, and where people already use it.
AI could halve the time on 3 of its 25 tasks
| AI rating | Its main tasks | Share of Claude conversations May 2026 |
|---|---|---|
| AI + software | Read work orders to determine instructions and specifications for machine set-up. | Not published |
| Not much | Trim edges of books to size, using cutting machines, book trimming machines, or hand cutters. | Not published |
| Not much | 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. | Not published |
| Not much | Lubricate, clean, or make minor repairs to machine parts to keep machines in working condition. | Not published |
| Not much | Set up or operate machines that perform binding operations, such as pressing, folding, or trimming. | Not published |
| AI + software | Maintain records, such as daily production records, using specified forms. | under 0.01% |
See all 25 tasks
| Not much | Prepare finished books for shipping by wrapping or packing books and stacking boxes on pallets. | Not published |
| Not much | Monitor machine operations to detect malfunctions or to determine whether adjustments are needed. | Not published |
| Not much | Stitch or glue endpapers, bindings, backings, or signatures, using sewing machines, glue machines, or glue and brushes. | Not published |
| Not much | 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. | Not published |
| Not much | Set up or operate glue machines by filling glue reservoirs, turning switches to activate heating elements, or adjusting glue flow or conveyor speed. | Not published |
| Not much | Train workers to set up, operate, and use automatic bindery machines. | Not published |
| Not much | Set up or operate bindery machines, such as coil binders, thermal or tape binders, plastic comb binders, or specialty binders. | Not published |
| Not much | Cut binder boards to specified dimensions, using board shears, hand cutters, or cutting machines. | Not published |
| Not much | Form book bodies by folding and sewing printed sheets to form signatures and assembling signatures in numerical order. | Not published |
| Not much | Cut cover material to specified dimensions, fitting and gluing material to binder boards by hand or machine. | Not published |
| Not much | Punch holes in and fasten paper sheets, signatures, or other material, using hand or machine punches and staplers. | Not published |
| AI + software | Design original or special bindings for limited editions or other custom binding projects. | Not published |
| Not much | Meet with clients, printers, or designers to discuss job requirements or binding plans. | Not published |
| Not much | Repair, restore, or rebind old, rare, or damaged books, using hand tools. | Not published |
| Not much | Insert book bodies in devices that form back edges of books into convex shapes and produce grooves that facilitate cover attachment. | Not published |
| Not much | Bind new books, using hand tools such as bone folders, knives, hammers, or brass binding tools. | Not published |
| Not much | Compress sewed or glued signatures, using hand presses or smashing machines. | Not published |
| Not much | Perform highly skilled hand finishing binding operations, such as grooving or lettering. | Not published |
| Not much | Imprint or emboss lettering, designs, or numbers on book covers, using gold, silver, or colored foil, and stamping machines. | Not published |
Ordered by how important O*NET's respondents rate each task (1 to 5) times the share who say it is part of their job. The ordering is ours. 1 of the 25 have a published share of Claude conversations; “not published” means too few conversations for Anthropic to publish a figure.
Where people already use AI
The tasks above say what AI could speed up. This shows what people are using it for. Its 25 tasks fall under 18 work activities that many occupations share, and Microsoft counted how often each one came up in 200,000 conversations with its Copilot assistant in 2024.
- #8 Read documents or materials to inform work processes
| Work activity | This occupation's tasks under it | People asked AI for help in 10,000 conversations |
AI did it for them in 10,000 conversations |
|---|---|---|---|
| Operate industrial processing or production equipment | |||
| Cut materials | |||
| Position workpieces or materials on equipment | |||
| Sew garments or materials | |||
| Load products, materials, or equipment for transportation or further processing | |||
| Read documents or materials to inform work processes | |||
| Confer with clients to determine needs or order specifications | |||
| Adjust equipment to ensure adequate performance |
Show all 18 activities
| Maintain tools or equipment | |||
| Inspect completed work or finished products | |||
| Clean tools, equipment, facilities, or work areas | |||
| Maintain operational records | |||
| Repair tools or equipment | |||
| Monitor equipment operation | |||
| Train others to use equipment or products | |||
| Package objects | |||
| Drill holes in earth or materials | |||
| Engrave objects |
How people in this work use Claude
What people in this work made with Claude % of conversations
- Data or a spreadsheet53%
- A document or report20%
- An analysis or summary13%
- An email or message7%
- A plan or strategy7%
How they worked with Claude
53% of these conversations were about work. Anthropic Economic Index, May 2026.
How to read this
Work activities come from O*NET, which links every task to the broader activities it involves. Microsoft's figures are for the activity across everyone who used Copilot, not for print binding and finishing workers specifically. Copilot is a general chat assistant; dedicated coding tools are not included, so programming help is under-counted here. Activities are listed by how many of this occupation's tasks fall under them.
The task ratings say whether AI could halve the time a task takes: on its own (“AI alone”), or with software built on it (“AI + software”). They were made by people in 2023 (Eloundou et al.). Claude's share is the task's share of all Claude.ai conversations in May 2026; Anthropic doesn't publish a task with too few conversations. None of these add up to the BLS exposure group, which combines five research measures.
More in the Guide: task ratings · task order · work activities · Copilot figures · Claude
High exposure doesn't mean fewer jobs
BLS projects most occupations in its two most exposed groups to grow: 141 of 206 rated Very high and 165 of 206 rated High. Each dot is one of the 831 occupations BLS rates.
Career moves into and out of this occupation
From moves between occupations found in online resumes, 2002–2016. Career changes only: a first job after school isn't a move.
Where people moved next
of 2,843 moves out
- 1 Maintenance and Repair Workers, General Low +4.2% 9%
- 2 Laborers and Freight, Stock, and Material Movers, Hand Low +1.8% 8%
- 3 Managers, All Other (2010 group) an older group BLS has since split; no exposure group today 8%
- 4 First-Line Supervisors of Production and Operating Workers High +1.8% 6%
- 5 Cashiers High -6.5% 3%
Where people moved in from
of 3,409 moves in
- 1 Laborers and Freight, Stock, and Material Movers, Hand Low +1.8% 11%
- 2 Managers, All Other (2010 group) an older group BLS has since split; no exposure group today 5%
- 3 Customer Service Representatives Very high -5.3% 4%
- 4 Maintenance and Repair Workers, General Low +4.2% 4%
- 5 Cashiers High -6.5% 3%
Resumes over-represent younger, white-collar job-seekers and moves into management. Schubert, Stansbury and Taska (resume data).
Education and training for the occupation
O*NET survey of workers in this occupation
- 4% less than high school
- 88% high school
- 4% postsecondary certificate
- 1% some college
- 3% associate's
O*NET 31.0 survey of workers in this occupation · 24 people answered.
Census survey (American Community Survey)
- 7% less than high school
- 51% high school
- 17% some college
- 10% associate's
- 13% bachelor's
- 1% master's
- 1% professional degree
- 1% doctorate
Census ACS 2024, all workers in this occupation · 122 people surveyed.
Why the two can differ
O*NET asks about 20 people in each occupation, which makes its shares uncertain, but it reports the exact occupation and counts certificates. The Census survey reaches thousands, but it groups some occupations together and counts degrees only. More in the Guide
Jobs that require a credential BLS Occupational Requirements Survey 2023
BLS publishes no credential figures for this occupation.
Look up certifications, training and licenses U.S. Department of Labor
- Certification Finder ↗ certifications CareerOneStop lists for this occupation
- Training Finder ↗ schools and programs, nationwide; narrow the place there
- License Finder ↗ licenses by state
- Apprenticeship Finder ↗ DOL lists 4 registered apprenticeships in this occupation. Apprenticeship.gov can't be linked to one occupation, so search for “Print Binding and Finishing Workers” there.
These open in a new tab and send only the occupation's public code. More in the Guide
BLS AI exposure categories (Aug 2026) · BLS Employment Projections 2025–35 · O*NET 31.0 · Task ratings: Eloundou et al., Science (2024) · Microsoft "Working with AI" v1.1 · Anthropic Economic Index (2026-06-26) · Schubert, Stansbury and Taska · NCES CIP–SOC · Census ACS 2024 · BLS JOLTS
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