BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

66.7%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

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

Helpers--Carpenters

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.

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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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Contributing Sources

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

Learn about this score
Stable iconStable

97.4%

97.4%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

94.2%

94.2%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

39.8%

39.8%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

4.5%

Growth Percentile:

68.7%

Annual Openings:

2.7

Annual Openings Pct:

27.2%

Analysis of Current AI Resilience

Helpers--Carpenters

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

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].

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AI Adoption

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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More Career Info

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Erect scaffolding, shoring, or braces.

2

65% ResilienceCore Task

Fasten timbers or lumber with glue, screws, pegs, or nails and install hardware.

3

65% ResilienceCore Task

Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.

4

65% ResilienceCore Task

Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.

5

65% ResilienceCore Task

Secure stakes to grids for constructions of footings, nail scabs to footing forms, and vibrate and float concrete.

6

65% ResilienceCore Task

Install handrails under the direction of a carpenter.

7

65% ResilienceCore Task

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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