Takeover Tracker
23%low risk

Rough Carpenters

Build rough wooden structures, such as concrete forms, scaffolds, tunnel, bridge, or sewer supports, billboard signs, and temporary frame shelters, according to sketches, blueprints, or oral instructions.

Higher risk than 15% of occupations
Checking for existing plan...

How AI Impacts Each Task

15 tasks analyzed

Measure materials or distances, using square, measuring tape, or rule to lay out work.

Risk: 62.0%AI: 32EstimatedTime: 8%

Study blueprints and diagrams to determine dimensions of structure or form to be constructed.

Risk: 84.0%AI: 87EstimatedTime: 5%

Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.

Risk: 43.0%AI: 25EstimatedTime: 12%

Mark cutting lines on materials, using pencil and scriber.

Risk: 41.0%AI: 20EstimatedTime: 5%

Anchor and brace forms and other structures in place, using nails, bolts, anchor rods, steel cables, planks, wedges, and timbers.

Risk: 11.0%AI: 5EstimatedTime: 12%

Erect forms, framework, scaffolds, hoists, roof supports, or chutes, using hand tools, plumb rule, and level.

Risk: 11.0%AI: 5EstimatedTime: 15%

Assemble and fasten material together to construct wood or metal framework of structure, using bolts, nails, or screws.

Risk: 34.0%AI: 62.5ObservedTime: 15%

Bore boltholes in timber, masonry or concrete walls, using power drill.

Risk: 41.0%AI: 20EstimatedTime: 5%

Maintain job records and schedule work crew.

Risk: 86.0%AI: 92EstimatedTime: 4%

Install rough door and window frames, subflooring, fixtures, or temporary supports in structures undergoing construction or repair.

Risk: 11.0%AI: 5EstimatedTime: 8%

Build sleds from logs and timbers for use in hauling camp buildings and machinery through wooded areas.

Risk: 11.0%AI: 5EstimatedTime: 2%

Fabricate parts, using woodworking and metalworking machines.

Risk: 51.0%AI: 45EstimatedTime: 3%

Examine structural timbers and supports to detect decay, and replace timbers as required, using hand tools, nuts, and bolts.

Risk: 39.0%AI: 30EstimatedTime: 2%

Dig or direct digging of post holes and set poles to support structures.

Risk: 11.0%AI: 5EstimatedTime: 2%

Build chutes for pouring concrete.

Risk: 11.0%AI: 5EstimatedTime: 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.

Reading Comprehension10%

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

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)

Leadership88%

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

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.

Coordination70%

Coordination 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.

Service Orientation82%

Service Orientation 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.

Recommended Courses

Courses matched to Rough Carpenters 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

-6.8pt 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

-4.9pt 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

-3.8pt 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.

Score History

Risk score over 2 scoring runs

+3.4

overall change

Education & Training

Percentage of workers at each education and training level

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year4%
1-2 years13%
2-4 years26%
4-6 years18%
6-8 years6%
8-10 years1%
Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month25%
1-3 months7%
3-6 months10%
6 months - 1 year23%
1-2 years9%
2-4 years23%
4-6 years5%

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