medium risk

Cutters and Trimmers, Hand

Use hand tools or hand-held power tools to cut and trim a variety of manufactured items, such as carpet, fabric, stone, glass, or rubber.

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Higher risk than 82% of occupations

AI Impact Summary

Cutters and Trimmers, Hand faces moderate AI displacement risk with a score of 41/100. This occupation has higher AI displacement risk than 82% of all analyzed occupations. Of 18 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

18 tasks analyzed

Mark or discard items with defects such as spots, stains, scars, snags, chips, scratches, or unacceptable shapes or finishes.

Risk: 61.0%AI: 70EstimatedTime: 10%

Trim excess material or cut threads off finished products, such as cutting loose ends of plastic off a manufactured toy for a smoother finish.

Risk: 45.0%AI: 30EstimatedTime: 12%

Cut, shape, and trim materials, such as textiles, food, glass, stone, and metal, using knives, scissors, and other hand tools, portable power tools, or bench-mounted tools.

Risk: 43.0%AI: 25EstimatedTime: 15%

Mark cutting lines around patterns or templates, or follow layout points, using squares, rules, and straightedges, and chalk, pencils, or scribes.

Risk: 47.0%AI: 35EstimatedTime: 5%

Unroll, lay out, attach, or mount materials or items on cutting tables or machines.

Risk: 43.0%AI: 25EstimatedTime: 5%

Task	AI Capability	Risk	Time %
Mark or discard items with defects such as spots, stains, scars, snags, chips, scratches, or unacceptable shapes or finishes.	70Estimated	61.0%	10%
Trim excess material or cut threads off finished products, such as cutting loose ends of plastic off a manufactured toy for a smoother finish.	30Estimated	45.0%	12%
Cut, shape, and trim materials, such as textiles, food, glass, stone, and metal, using knives, scissors, and other hand tools, portable power tools, or bench-mounted tools.	25Estimated	43.0%	15%
Mark cutting lines around patterns or templates, or follow layout points, using squares, rules, and straightedges, and chalk, pencils, or scribes.	35Estimated	47.0%	5%
Unroll, lay out, attach, or mount materials or items on cutting tables or machines.	25Estimated	43.0%	5%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

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.

AI-Resistant

Adaptability/Flexibility85%

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

Manual Dexterity80%

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

Recommended Courses

Courses matched to Cutters and Trimmers, Hand 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

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate

Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.6pt 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

-3.6pt risk+$2K/yr salary

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