Somewhat Resilient
Last Update: 6/19/2026
AI Resilience Score for Helpers--Carpenters:
47.7%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forHelpers--Carpenters
$41,600 median salary•2,700 annual openings•SOC Code: 47-3012.00
Helpers--Carpenters are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Helpers and carpenters earn the "Somewhat Resilient" label because the physical, hands-on work of carrying materials, operating tools, and navigating unpredictable job sites is genuinely hard for AI and robots to replace right now. That said, AI is meaningfully changing parts of the construction world, especially in areas like cost estimation, scheduling, and safety monitoring, so the industry around you is shifting even if your core tasks are not.
Learn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is somewhat resilient
Helpers and carpenters earn the "Somewhat Resilient" label because the physical, hands-on work of carrying materials, operating tools, and navigating unpredictable job sites is genuinely hard for AI and robots to replace right now. That said, AI is meaningfully changing parts of the construction world, especially in areas like cost estimation, scheduling, and safety monitoring, so the industry around you is shifting even if your core tasks are not.
Read full analysisAnalysis of Current AI Resilience
Helpers--Carpenters
Updated Quarterly

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.
Sources

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.
Sources

Will AI replace Helpers--Carpenters?
Not entirely. We think AI will take over some tasks, but not the whole job.
Helpers--Carpenters earn a 47.7% AI Resilience Score, which puts them in a real but manageable zone of change. The honest picture is that AI is already reshaping construction, just not the parts of the job that helpers actually do. The clearest AI uses right now are cost estimation, bid management, and safety monitoring [1], which are back-office and oversight tools, not replacements for someone carrying lumber, holding materials, or cleaning a job site.
The physical, unpredictable nature of construction work is genuinely hard for machines to handle. As one industry expert noted, AI "can't pull wires or weld pipes" [4], and the same logic applies to most helper tasks. Robots that can frame walls exist in research settings [3], but they are rare on real worksites today.
The economic picture is the trickier part. Wages and long-term earning flexibility for this role are lower than average, so while AI is not coming for the job itself, the career path has real limits. The industry does need workers, with hundreds of thousands of new hires needed in coming years [5], but helpers who want to grow should pair their craft skills with digital tools and plan to move up in the trade over time.
Sources

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Latest AI news for Helpers--Carpenters
The recommended articles highlight the evolving role of AI in the carpentry field, emphasizing resilience and innovation. For instance, Lowe's $250 million investment in training skilled tradespeople underscores the importance of hands-on work despite AI advancements. Similarly, Nvidia's CEO encourages carpenters to embrace AI, suggesting that it can enhance productivity and potentially lead to higher-paying jobs. These insights offer a hopeful perspective for future carpenters, suggesting that by integrating AI into their skill set, they can remain vital in the workforce.

Honolulu Builders leases its first AI robot to help with construction - Pacific Business News
www.bizjournals.com • 5/20/2026
Honolulu Builders has begun using its first AI-powered robot on job sites this year, marking a shift toward automated construction...

Lowe’s is investing $250 million to train plumbers, carpenters, and electricians
fortune.com • 4/7/2026
Lowe's CEO Marvin Ellison says AI can't replace hands-on work or fix labor shortages— the company is quintupling its investment in the...

Nvidia's Jensen Huang has a message for blue-collar workers: Don't miss the AI wave
www.businessinsider.com • 3/24/2026
Nvidia CEO Jensen Huang discussed AI's impact on jobs, encouraging workers from farmers to carpenters to embrace AI for innovation and job...

Nvidia CEO says AI will create ‘six-figure salary’ jobs for electricians and plumbers
www.straitstimes.com • 1/22/2026
DAVOS, Switzerland - As artificial intelligence (AI) threatens to upend job markets in countries around the world, Nvidia chief executive...

ADP CEO Maria Black on the state of labor market, AI impact and future of work
www.cnbc.com • 6/10/2024
ADP president and CEO Maria Black joins 'Squawk Box' to discuss the state of the labor market, impact of AI on the workforce, future of work...
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.
Parent Careers
Similar Careers
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
Erect scaffolding, shoring, or braces.
2
Position and hold timbers, lumber, or paneling in place for fastening or cutting.
3
Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.
4
Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.
5
Construct forms and assist in raising them to the required elevation.
6
Install handrails under the direction of a carpenter.
7
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.
