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.
AI Impact Summary
Rough Carpenters faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 15% of all analyzed occupations. Of 15 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
Education & Training
Percentage of workers at each education and training level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Measure materials or distances, using square, measuring tape, or rule to lay out work.
Study blueprints and diagrams to determine dimensions of structure or form to be constructed.
Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.
Mark cutting lines on materials, using pencil and scriber.
Anchor and brace forms and other structures in place, using nails, bolts, anchor rods, steel cables, planks, wedges, and timbers.
Erect forms, framework, scaffolds, hoists, roof supports, or chutes, using hand tools, plumb rule, and level.
Assemble and fasten material together to construct wood or metal framework of structure, using bolts, nails, or screws.
Bore boltholes in timber, masonry or concrete walls, using power drill.
Maintain job records and schedule work crew.
Install rough door and window frames, subflooring, fixtures, or temporary supports in structures undergoing construction or repair.
Build sleds from logs and timbers for use in hauling camp buildings and machinery through wooded areas.
Fabricate parts, using woodworking and metalworking machines.
Examine structural timbers and supports to detect decay, and replace timbers as required, using hand tools, nuts, and bolts.
Dig or direct digging of post holes and set poles to support structures.
Build chutes for pouring concrete.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Measure materials or distances, using square, measuring tape, or rule to lay out work. | 32Estimated | 62.0% | 8% | |
| Study blueprints and diagrams to determine dimensions of structure or form to be constructed. | 87Estimated | 84.0% | 5% | |
| Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine. | 25Estimated | 43.0% | 12% | |
| Mark cutting lines on materials, using pencil and scriber. | 20Estimated | 41.0% | 5% | |
| Anchor and brace forms and other structures in place, using nails, bolts, anchor rods, steel cables, planks, wedges, and timbers. | 5Estimated | 11.0% | 12% | |
| Erect forms, framework, scaffolds, hoists, roof supports, or chutes, using hand tools, plumb rule, and level. | 5Estimated | 11.0% | 15% | |
| Assemble and fasten material together to construct wood or metal framework of structure, using bolts, nails, or screws. | 62.5Observed | 34.0% | 15% | |
| Bore boltholes in timber, masonry or concrete walls, using power drill. | 20Estimated | 41.0% | 5% | |
| Maintain job records and schedule work crew. | 92Estimated | 86.0% | 4% | |
| Install rough door and window frames, subflooring, fixtures, or temporary supports in structures undergoing construction or repair. | 5Estimated | 11.0% | 8% | |
| Build sleds from logs and timbers for use in hauling camp buildings and machinery through wooded areas. | 5Estimated | 11.0% | 2% | |
| Fabricate parts, using woodworking and metalworking machines. | 45Estimated | 51.0% | 3% | |
| Examine structural timbers and supports to detect decay, and replace timbers as required, using hand tools, nuts, and bolts. | 30Estimated | 39.0% | 2% | |
| Dig or direct digging of post holes and set poles to support structures. | 5Estimated | 11.0% | 2% | |
| Build chutes for pouring concrete. | 5Estimated | 11.0% | 2% |
Protective Factors
Total protective discount: 30.6%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$59,310
per year
Mean Wage
$64,040
per year
Employment
698K
workers
Wage Range
$38,760 - $98,370
10th - 90th pct
Wage Distribution
Explore other career paths
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Brickmasons and Blockmasons
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Construction Carpenters
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Higher risk than 66% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Rough Carpenters professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change