Takeover Tracker
41%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.

Higher risk than 82% of occupations
Checking for existing plan...

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%

Separate materials or products according to size, weight, type, condition, color, or shade.

Risk: 59.0%AI: 65EstimatedTime: 8%

Stack cut items and load them on racks or conveyors or onto trucks.

Risk: 57.0%AI: 60EstimatedTime: 4%

Mark identification numbers, trademarks, grades, marketing data, sizes, or model numbers on products.

Risk: 84.0%AI: 87EstimatedTime: 4%

Read work orders to determine dimensions, cutting locations, and quantities to cut.

Risk: 88.0%AI: 97EstimatedTime: 5%

Fold or shape materials before or after cutting them.

Risk: 41.0%AI: 20EstimatedTime: 4%

Count or weigh and bundle items.

Risk: 57.0%AI: 60EstimatedTime: 4%

Clean, treat, buff, or polish finished items, using grinders, brushes, chisels, and cleaning solutions and polishing materials.

Risk: 47.0%AI: 35EstimatedTime: 4%

Position templates or measure materials to locate specified points of cuts or to obtain maximum yields, using rules, scales, or patterns.

Risk: 51.0%AI: 45EstimatedTime: 4%

Route items to provide cutouts for parts, using portable routers, grinders, and hand tools.

Risk: 43.0%AI: 25EstimatedTime: 4%

Replace or sharpen dulled cutting tools such as saws.

Risk: 15.0%AI: 15EstimatedTime: 3%

Lower table-mounted cutters such as knife blades, cutting wheels, or saws to cut items to specified sizes.

Risk: 49.0%AI: 40EstimatedTime: 3%

Adjust guides and stops to control depths and widths of cuts.

Risk: 49.0%AI: 40EstimatedTime: 3%

Transport items to work or storage areas, using carts.

Risk: 65.0%AI: 80EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

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.

Reading Comprehension10%

Reading Comprehension 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.

Manual Dexterity80%

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

Leadership88%

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

Social Perceptiveness90%

Social Perceptiveness 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.

Coordination70%

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

Instructing75%

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

Negotiation85%

Negotiation 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

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.

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Score History

Risk score over 2 scoring runs

-4.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School28%
High School Diploma33%
Some College38%

Prior Experience Needed

Work experience required to enter this job

None26%
Up to 1 month6%
1-3 months2%
3-6 months3%
6 months - 1 year20%
1-2 years2%
2-4 years20%
4-6 years1%
Over 10 years19%

Training Provided After Hiring

How long it typically takes to learn on the job

None19%
Up to 1 month26%
1-3 months4%
3-6 months6%
6 months - 1 year22%
1-2 years21%
2-4 years1%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis