Mostly Resilient

Last Update: 5/19/2026

AI Resilience Score for Helpers--Carpenters:

50.4%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Contributing sources

Methodology and Scoring Rationale

To score how resilient carpenter helper work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from four AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, and Will Robots Take My Job. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For carpenter helpers, five of seven sources had data, with Anthropic and Adaptive Capacity unavailable. On AI exposure, AI Resilience Model and Microsoft both rated it Low, while Will Robots Take My Job rated it Medium, a mild split that holds confidence at medium. Strong human contribution kept the score up, but low economic opportunity pulled it back to "Mostly Resilient."

AI Resilience Report forHelpers--Carpenters

$41,600 median salary2,700 annual openingsSOC Code: 47-3012.00

Helpers--Carpenters are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Helpers–Carpenters earns a "Mostly Resilient" label because the physical, hands-on work at the heart of this job — carrying materials, holding tools, cleaning sites, and supporting skilled tradespeople — is genuinely difficult for AI and robots to replicate in the unpredictable, ever-changing environment of a real construction site. Where AI *is* making inroads, it's mostly in back-office tasks like cost estimating and scheduling, which actually helps crews work smarter without cutting jobs on the ground.

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is mostly resilient

Helpers–Carpenters earns a "Mostly Resilient" label because the physical, hands-on work at the heart of this job — carrying materials, holding tools, cleaning sites, and supporting skilled tradespeople — is genuinely difficult for AI and robots to replicate in the unpredictable, ever-changing environment of a real construction site. Where AI *is* making inroads, it's mostly in back-office tasks like cost estimating and scheduling, which actually helps crews work smarter without cutting jobs on the ground.

Read full analysis

Analysis of Current AI Resilience

Helpers--Carpenters

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Helpers--Carpenters jobs?

If you're considering a career as a carpenter's helper, here's some encouraging news: the hands-on work of carrying lumber, holding tools, cutting timber, and cleaning job sites is one of the hardest jobs for AI to replace. Today's AI in construction is mostly being used to augment office and management work, not the physical labor on the site. Industry reporting from April 2026 found that 38% of contractors now report measurable business impact from AI — up from 17% one year ago — with the most common uses being cost estimation (24% of firms) and bid management (22%), where automated systems achieve 85–90% accuracy and turn half-day tasks into minutes.

On the jobsite itself, the clearest use of AI is safety monitoring [1], where camera systems flag missing hard hats or unsafe behavior — tools that protect helpers rather than replace them. The National Association of Home Builders recently published its first guide to AI for residential builders, noting that the technology can help complete projects up to 30% faster [2] through smarter scheduling and design — again, mostly back-office gains. Robots that can actually frame walls or hang drywall exist in research labs (MIT recently demonstrated robotic microfactories aimed at the housing shortage [3]), but they remain rare on real worksites.

Reveal More
AI Adoption

How fast is AI adoption growing for Helpers--Carpenters?

Adoption on the carpentry side of construction is slow for honest reasons: the work is unpredictable, every site is different, and physical tasks like plumbing a wall or carrying materials up a ladder are tough for machines. As one industry expert wrote in Construction Dive, AI "can't pull wires or weld pipes" [4] — its real role is helping crews work smarter, not replacing them. At the same time, demand for human carpenters is growing.

Fortune reported in February 2026 that the industry will need to recruit 456,000 new workers in 2027, with nearly one-fifth of the current workforce over 55 [5]. The AGC's 2026 outlook similarly highlights that contractors face persistent workforce shortages alongside accelerating AI adoption [6], meaning AI is being adopted to stretch existing crews, not shrink them. Social and legal acceptance is also pushing in a helpful direction — safety AI is becoming a risk-management necessity [1] rather than a job threat.

For young people entering this trade, the smart move is to learn the craft and get comfortable with tablets, AI estimating apps, and digital plan tools. Those human skills — judgment, dexterity, teamwork, and showing up — are exactly what AI still can't do.

Reveal More
Will AI replace Helpers--Carpenters?

Will AI replace Helpers--Carpenters?

No. We don't think AI will replace Helpers--Carpenters, though we do expect the job to change.

That view is reflected in our 50.4% AI Resilience Score. The physical work of a carpenter's helper, carrying lumber, holding materials, cleaning sites, and supporting skilled tradespeople, is genuinely hard for machines to replicate. Every jobsite is different, and that unpredictability is exactly what trips up automation. As one industry expert noted, AI "can't pull wires or weld pipes" [4]. The clearest AI use on active sites right now is safety monitoring, where camera systems flag missing hard hats and unsafe behavior [1]. That protects helpers, it does not replace them.

Where AI is making real gains is in back-office work like cost estimation and bid management, and in smarter scheduling that can help complete projects faster [2]. Those changes will ripple onto the jobsite, but mostly by making crews more efficient rather than smaller.

Demand for workers is also real. The industry expects to recruit hundreds of thousands of new workers in the coming years, with nearly one-fifth of the current workforce over 55 [5]. The honest caveat is that wages and long-term earnings in this role face more pressure than the job security picture alone suggests. Learning the craft plus getting comfortable with digital tools is the smartest path forward.

Reveal More
Career Village Logo

Help us improve this report.

Tell us if this analysis feels accurate or we missed something.

Share your feedback

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Helpers--Carpenters

These articles highlight how AI can enhance the carpentry field by improving workflows and safety, allowing workers to focus on creativity and craftsmanship. For instance, AI tools can assist carpenters in project planning and precision, leading to higher-quality work. As Jensen Huang notes, embracing AI can lead to innovative opportunities rather than job losses. By adapting to these technologies, aspiring carpenters can build a resilient career that thrives alongside AI advancements, ensuring they remain valuable in a changing job market.

More Career Info

Career: Helpers--Carpenters

They assist carpenters by carrying materials, cleaning up worksites, and holding tools to help build and repair structures like houses and furniture.

Employment & Wage Data

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

Task-Level AI Resilience Scores

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

1

96% ResilienceCore Task

Erect scaffolding, shoring, or braces.

2

95% ResilienceCore Task

Position and hold timbers, lumber, or paneling in place for fastening or cutting.

3

95% ResilienceCore Task

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

4

95% ResilienceCore Task

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

5

95% ResilienceCore Task

Construct forms and assist in raising them to the required elevation.

6

95% ResilienceCore Task

Install handrails under the direction of a carpenter.

7

94% ResilienceCore Task

Select tools, equipment, or materials from storage and transport items to work site.

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.