Headline risk
16%
Moderate RiskPrint binding and finishing workers
United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.
Why This Score
Share of job tasks that overlap with current AI capabilities
Median annual wage
Projected employment change over 10 years
Typical preparation needed for this occupation
Occupation profile
Bind books and other publications or finish printed products by hand or machine. May set up binding and finishing machines.
Task evidence
100% weighted task match · 0% effective coverage
Scores combine AI task overlap, human advantages, and local demand. How it works
United States Now
Median Wage
USD 39,820
Employment 2024
35.8K
Projected Change (2024–34)
-16.1%
Openings (2024–34)
2.8K
Wage distribution
Demand outlook
Projections published, but no prose outlook available.
Role Profile
Tasks
- 1. Read work orders to determine instructions and specifications for machine set-up. AI use: 0%
- 2. Trim edges of books to size, using cutting machines, book trimming machines, or hand cutters. AI use: 0%
- 3. 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. AI use: 0%
- 4. Lubricate, clean, or make minor repairs to machine parts to keep machines in working condition. AI use: 0%
- 5. Set up or operate machines that perform binding operations, such as pressing, folding, or trimming. AI use: 0%
- 6. Maintain records, such as daily production records, using specified forms. AI use: 0%
Technologies
Requirements
Work context
Worker profile
Median age 41.7 · 1.1M employed
Under 25: 16% · 25–54: 60% · 55+: 24%
Related
No direct US role match is available yet for this occupation.
Source coverage
11/11 source families · O*NET 30.2 / OEWS 2024 / ORS 2025 / OOH 2025-08-28 / Projections 2024-34 / CPS 2025 / Anthropic task penetration
Mapping quality
title_match · employment series present
Narrative & sources
Published limitations
This page shows the local country layer, not realised individual job outcomes. The global structural baseline is shared across countries; only the local demand and wage layer changes here.
Built from O*NET occupation descriptions, task statements, technology skills, work context, Job Zones, Anthropic task penetration, BLS OEWS wages, BLS projection tables, BLS ORS requirements, BLS OOH narrative content, BLS skills data, and BLS CPS occupation age tables.