Takeover Tracker
29%medium risk

Structural Metal Fabricators and Fitters

Fabricate, position, align, and fit parts of structural metal products.

Higher risk than 35% of occupations
Checking for existing plan...

How AI Impacts Each Task

23 tasks analyzed

Verify conformance of workpieces to specifications, using squares, rulers, and measuring tapes.

Risk: 49.0%AI: 40EstimatedTime: 5%

Align and fit parts according to specifications, using jacks, turnbuckles, wedges, drift pins, pry bars, and hammers.

Risk: 11.0%AI: 5EstimatedTime: 8%

Move parts into position, manually or with hoists or cranes.

Risk: 49.0%AI: 40EstimatedTime: 5%

Study engineering drawings and blueprints to determine materials requirements and task sequences.

Risk: 53.0%AI: 65EstimatedTime: 6%

Position, align, fit, and weld parts to form complete units or subunits, following blueprints and layout specifications, and using jigs, welding torches, and hand tools.

Risk: 15.0%AI: 15EstimatedTime: 10%

Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.

Risk: 63.0%AI: 75EstimatedTime: 8%

Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

Risk: 53.0%AI: 50EstimatedTime: 4%

Tack-weld fitted parts together.

Risk: 57.0%AI: 60EstimatedTime: 5%

Lift or move materials and finished products, using large cranes.

Risk: 57.0%AI: 60EstimatedTime: 3%

Remove high spots and cut bevels, using hand files, portable grinders, and cutting torches.

Risk: 13.0%AI: 10EstimatedTime: 4%

Mark reference points onto floors or face blocks and transpose them to workpieces, using measuring devices, squares, chalk, and soapstone.

Risk: 49.0%AI: 40EstimatedTime: 3%

Set up face blocks, jigs, and fixtures.

Risk: 13.0%AI: 10EstimatedTime: 4%

Position or tighten braces, jacks, clamps, ropes, or bolt straps, or bolt parts in position for welding or riveting.

Risk: 47.0%AI: 35EstimatedTime: 4%

Locate and mark workpiece bending and cutting lines, allowing for stock thickness, machine and welding shrinkage, and other component specifications.

Risk: 51.0%AI: 60EstimatedTime: 4%

Erect ladders and scaffolding to fit together large assemblies.

Risk: 43.0%AI: 25EstimatedTime: 2%

Design and construct templates and fixtures, using hand tools.

Risk: 47.0%AI: 50EstimatedTime: 4%

Hammer, chip, and grind workpieces to cut, bend, and straighten metal.

Risk: 49.0%AI: 40EstimatedTime: 4%

Install boilers, containers, and other structures.

Risk: 11.0%AI: 5EstimatedTime: 3%

Direct welders to build up low spots or short pieces with weld.

Risk: 27.0%AI: 30EstimatedTime: 3%

Straighten warped or bent parts, using sledges, hand torches, straightening presses, or bulldozers.

Risk: 13.0%AI: 10EstimatedTime: 4%

Smooth workpiece edges and fix taps, tubes, and valves.

Risk: 51.0%AI: 45EstimatedTime: 3%

Preheat workpieces to make them malleable, using hand torches or furnaces.

Risk: 51.0%AI: 45EstimatedTime: 2%

Heat-treat parts, using acetylene torches.

Risk: 51.0%AI: 45EstimatedTime: 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%

Information Ordering 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.

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.

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.

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.

Persuasion80%

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

Service Orientation82%

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

Recommended Courses

Courses matched to Structural Metal Fabricators and Fitters 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

-4.7pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.6pt risk+$3K/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

-1.7

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School4%
High School Diploma47%
Some College29%
Post-Secondary Certificate17%
Bachelor's Degree3%

Prior Experience Needed

Work experience required to enter this job

None1%
Up to 1 month3%
1-3 months6%
3-6 months20%
1-2 years40%
2-4 years21%
4-6 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month9%
1-3 months2%
3-6 months8%
6 months - 1 year32%
1-2 years47%
2-4 years1%
4-6 years1%

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