Takeover Tracker
35%medium risk

Layout Workers, Metal and Plastic

Lay out reference points and dimensions on metal or plastic stock or workpieces, such as sheets, plates, tubes, structural shapes, castings, or machine parts, for further processing. Includes shipfitters.

Higher risk than 66% of occupations
Checking for existing plan...

How AI Impacts Each Task

14 tasks analyzed

Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills.

Risk: 47.0%AI: 35EstimatedTime: 10%

Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.

Risk: 84.0%AI: 87EstimatedTime: 10%

Fit and align fabricated parts to be welded or assembled.

Risk: 13.0%AI: 10EstimatedTime: 10%

Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators.

Risk: 49.0%AI: 40EstimatedTime: 8%

Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

Risk: 53.0%AI: 65EstimatedTime: 10%

Lay out and fabricate metal structural parts such as plates, bulkheads, and frames.

Risk: 13.0%AI: 10EstimatedTime: 10%

Install doors, hatches, brackets, and clips.

Risk: 47.0%AI: 35EstimatedTime: 5%

Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.

Risk: 84.0%AI: 87EstimatedTime: 10%

Brace parts in position within hulls or ships for riveting or welding.

Risk: 11.0%AI: 5EstimatedTime: 5%

Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates.

Risk: 49.0%AI: 40EstimatedTime: 8%

Inspect machined parts to verify conformance to specifications.

Risk: 63.0%AI: 75EstimatedTime: 5%

Add dimensional details to blueprints or drawings made by other workers.

Risk: 86.0%AI: 92EstimatedTime: 4%

Design and prepare templates of wood, paper, or metal.

Risk: 13.0%AI: 10EstimatedTime: 3%

Apply pigment to layout surfaces, using paint brushes.

Risk: 49.0%AI: 40EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

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

Information Ordering5%

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

Mathematics10%

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

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.

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)

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.

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

Social Perceptiveness90%

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

Instructing75%

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

Persuasion80%

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

Recommended Courses

Courses matched to Layout Workers, Metal and Plastic 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

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-7pt risk+$3K/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

-4.8pt risk+$3K/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+$4K/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.

Alternate Career Paths

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Refractory Materials Repairers, Except Brickmasons

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Sheet Metal Workers

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Median salary: $60,850

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Terrazzo Workers and Finishers

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Median salary: $57,260

Higher risk than 9% of other occupations

Tile and Marble Setters

26%
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Median salary: $52,240

Higher risk than 23% of other occupations

Welders, Cutters, and Welder Fitters

21%
Low Risk

Median salary: $51,000

Higher risk than 10% of other occupations

Score History

Risk score over 2 scoring runs

+6.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School5%
High School Diploma60%
Some College12%
Post-Secondary Certificate15%
Associate's Degree9%

Prior Experience Needed

Work experience required to enter this job

None9%
1-3 months2%
6 months - 1 year9%
1-2 years55%
2-4 years6%
4-6 years18%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%
Up to 1 month6%
1-3 months13%
3-6 months22%
6 months - 1 year26%
1-2 years18%
2-4 years6%

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