Headline risk
21%
Moderate RiskPrint binding and finishing workers
AI displacement pressure score for United States AI Work Index, combining global AI task overlap with local wages, employment trends, and demand signals.
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
Data quality
Employment data available
Narrative & sources
Important context
This score measures structural AI displacement pressure, not actual job losses. Local wages and demand data are specific to United States AI Work Index; the underlying AI task overlap analysis is consistent across all countries.