AITakeover Tracker
37%medium risk

Print Binding and Finishing Workers

Bind books and other publications or finish printed products by hand or machine. May set up binding and finishing machines.

Higher risk than 71% of occupations

AI Impact Summary

Print Binding and Finishing Workers faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 71% of all analyzed occupations. Of 26 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Print Binding and Finishing Workers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.7pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School4%
High School Diploma88%
Some College4%
Post-Secondary Certificate1%
Associate's Degree3%

Prior Experience Needed

Work experience required to enter this job

None16%
Up to 1 month1%
1-3 months2%
6 months - 1 year24%
1-2 years16%
2-4 years41%

Training Provided After Hiring

How long it typically takes to learn on the job

None2%
Up to 1 month2%
1-3 months32%
3-6 months24%
6 months - 1 year8%
1-2 years29%
2-4 years4%

How AI Impacts Each Task

26 tasks analyzed

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.

Risk: 61.0%AI: 70EstimatedTime: 5%

Read work orders to determine instructions and specifications for machine set-up.

Risk: 86.0%AI: 92EstimatedTime: 5%

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.

Risk: 47.0%AI: 35EstimatedTime: 5%

Stitch or glue endpapers, bindings, backings, or signatures, using sewing machines, glue machines, or glue and brushes.

Risk: 47.0%AI: 35EstimatedTime: 5%

Trim edges of books to size, using cutting machines, book trimming machines, or hand cutters.

Risk: 49.0%AI: 40EstimatedTime: 5%

Insert book bodies in devices that form back edges of books into convex shapes and produce grooves that facilitate cover attachment.

Risk: 49.0%AI: 40EstimatedTime: 3%

Monitor machine operations to detect malfunctions or to determine whether adjustments are needed.

Risk: 57.0%AI: 60EstimatedTime: 7%

Maintain records, such as daily production records, using specified forms.

Risk: 86.0%AI: 92EstimatedTime: 3%

Lubricate, clean, or make minor repairs to machine parts to keep machines in working condition.

Risk: 47.0%AI: 35EstimatedTime: 3%

Set up or operate bindery machines, such as coil binders, thermal or tape binders, plastic comb binders, or specialty binders.

Risk: 49.0%AI: 40EstimatedTime: 7%

Set up or operate machines that perform binding operations, such as pressing, folding, or trimming.

Risk: 49.0%AI: 40EstimatedTime: 7%

Cut cover material to specified dimensions, fitting and gluing material to binder boards by hand or machine.

Risk: 47.0%AI: 35EstimatedTime: 3%

Cut binder boards to specified dimensions, using board shears, hand cutters, or cutting machines.

Risk: 49.0%AI: 40EstimatedTime: 3%

Bind new books, using hand tools such as bone folders, knives, hammers, or brass binding tools.

Risk: 45.0%AI: 30EstimatedTime: 3%

Perform highly skilled hand finishing binding operations, such as grooving or lettering.

Risk: 13.0%AI: 10EstimatedTime: 3%

Imprint or emboss lettering, designs, or numbers on book covers, using gold, silver, or colored foil, and stamping machines.

Risk: 49.0%AI: 40EstimatedTime: 3%

Compress sewed or glued signatures, using hand presses or smashing machines.

Risk: 49.0%AI: 40EstimatedTime: 3%

Meet with clients, printers, or designers to discuss job requirements or binding plans.

Risk: 27.0%AI: 30EstimatedTime: 2%

Form book bodies by folding and sewing printed sheets to form signatures and assembling signatures in numerical order.

Risk: 47.0%AI: 35EstimatedTime: 4%

Prepare finished books for shipping by wrapping or packing books and stacking boxes on pallets.

Risk: 57.0%AI: 60EstimatedTime: 5%

Set up or operate glue machines by filling glue reservoirs, turning switches to activate heating elements, or adjusting glue flow or conveyor speed.

Risk: 49.0%AI: 40EstimatedTime: 4%

Train workers to set up, operate, and use automatic bindery machines.

Risk: 25.0%AI: 25EstimatedTime: 2%

Design original or special bindings for limited editions or other custom binding projects.

Risk: 51.0%AI: 60EstimatedTime: 2%

Punch holes in and fasten paper sheets, signatures, or other material, using hand or machine punches and staplers.

Risk: 49.0%AI: 40EstimatedTime: 3%

Repair, restore, or rebind old, rare, or damaged books, using hand tools.

Risk: 11.0%AI: 5EstimatedTime: 3%

Apply color to edges of signatures using brushes, pads, or atomizers.

Risk: 49.0%AI: 40EstimatedTime: 2%

Protective Factors

Total protective discount: 26.6%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityIndependenceDependabilitySelf ControlAdaptability/FlexibilityCooperationStress ToleranceAchievement/EffortPersistenceInitiativeLeadership

Wage & Employment (2024)

Median Wage

$39,820

per year

Mean Wage

$43,040

per year

Employment

36K

workers

Wage Range

$31,110 - $57,980

10th - 90th pct

Wage Distribution

$31,110Median: $39,820$57,980
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Sawing Machine Setters, Operators, and Tenders, Wood

34%
Medium Risk

Median salary: $39,950

Higher risk than 63% of other occupations

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

35%
Medium Risk

Median salary: $45,590

Higher risk than 64% of other occupations

Engine and Other Machine Assemblers

38%
Medium Risk

Median salary: $52,540

Higher risk than 76% of other occupations

Printing Press Operators

42%
Medium Risk

Median salary: $45,160

Higher risk than 86% of other occupations

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

43%
Medium Risk

Median salary: $45,130

Higher risk than 87% of other occupations

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

45%
Medium Risk

Median salary: $47,060

Higher risk than 90% of other occupations

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

45%
Medium Risk

Median salary: $47,450

Higher risk than 91% of other occupations

Adhesive Bonding Machine Operators and Tenders

46%
Medium Risk

Median salary: $45,210

Higher risk than 93% of other occupations

Packaging and Filling Machine Operators and Tenders

47%
Medium Risk

Median salary: $40,900

Higher risk than 95% of other occupations

Machine Feeders and Offbearers

51%
High Risk

Median salary: $39,700

Higher risk than 98% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Print Binding and Finishing Workers professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+1.8

overall change

Checking for existing plan...