Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They assist carpenters by carrying materials, cleaning up worksites, and holding tools to help build and repair structures like houses and furniture.
Summary
This career is labeled "Stable" because most of the tasks that helpers in carpentry do, like holding materials and cleaning up, still need human hands and judgment. Although some robots and AI tools are being tested, they are not yet reliable or widespread enough to replace the human skills needed on messy and unpredictable construction sites.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is labeled "Stable" because most of the tasks that helpers in carpentry do, like holding materials and cleaning up, still need human hands and judgment. Although some robots and AI tools are being tested, they are not yet reliable or widespread enough to replace the human skills needed on messy and unpredictable construction sites.
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AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Helpers--Carpenters
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
Helpers in carpentry do jobs like carrying boards, holding lumber steady, and cleaning up on site [1]. As of today, most of these tasks still need human hands. There are some new tools: for example, builders are using robots in factories to cut and assemble wood panels (a UK company uses AI-powered machines to build timber frames [2]).
On real construction sites, firms have tested cleaning robots. Skanska talked about using Boston Dynamics’ Spot robot to sweep debris and tidy jobsites [3]. These are early trials.
But for the everyday tasks helpers do – placing stakes, nailing footings, holding railings in place – we didn’t find any robot doing those yet. Industry reports note that someday robots might lift heavy blocks or help with layout [3], but right now these chores remain manual. In short, technology is starting to help with big or repetitive chores (like factory assembly or vacuuming dust) [2] [3], but most on-site helper tasks still rely on people’s skill and judgment [3] [2].

AI Adoption
Construction firms watch new AI and robotics closely. One big reason is a labor shortage: many skilled carpenters are retiring and fewer young people are joining the trade [3] [2]. A government report notes that an ageing workforce makes builders look for automation to attract younger, tech-friendly workers [2].
Economists say if machines can become cheap and reliable, builders will adopt them quickly [3] [2]. Some companies already run pilot projects. For now, though, adoption is slow.
Construction sites are messy and full of surprises, so robots need to be very adaptable and safe. They cost a lot upfront, and most firms use trusted manual methods unless technology clearly saves money or time [3] [2]. Legal and safety rules also matter: humans must oversee or approve new machines.
Overall, experts agree robots will grow on worksites gradually. In the meantime, helpers’ careful work and problem-solving remain very valuable as AI tools slowly improve [3] [2].

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Median Wage
$41,600
Jobs (2024)
25,200
Growth (2024-34)
+4.5%
Annual Openings
2,700
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Erect scaffolding, shoring, or braces.
Fasten timbers or lumber with glue, screws, pegs, or nails and install hardware.
Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.
Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.
Secure stakes to grids for constructions of footings, nail scabs to footing forms, and vibrate and float concrete.
Install handrails under the direction of a carpenter.
Cut and install insulating or sound-absorbing material.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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