Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Construction & Related Workers:

53.8%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient construction and related worker roles is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. 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 construction and related workers, only four of nine sources had data, which is why confidence sits at low-medium. The sources that did weigh in agreed that physical, on-site tasks stay largely human, earning a High mark for meaningful contribution. Weaker pay and mobility signals pulled the score down, landing this career at "Mostly Resilient."

AI Resilience Report forConstruction and Related Workers, All Other

$49,910 median salary•2,400 annual openings•SOC Code: 47-4099.00

Construction and Related Workers, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 4 sources.

Construction helpers and laborers are labeled "Mostly Resilient" because the physical, unpredictable nature of jobsite work (adapting to weather, uneven ground, and last-minute changes) is still very hard for machines to handle. While robots are being used more for things like layout marking and moving materials, most companies are using them to support crews rather than replace workers, especially since qualified construction workers are already hard to find.

Learn more about how you can thrive in this position

This role is mostly resilient

Construction helpers and laborers are labeled "Mostly Resilient" because the physical, unpredictable nature of jobsite work (adapting to weather, uneven ground, and last-minute changes) is still very hard for machines to handle. While robots are being used more for things like layout marking and moving materials, most companies are using them to support crews rather than replace workers, especially since qualified construction workers are already hard to find.

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Analysis of current AI resilience

Construction & Related Workers

Updated quarterly

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More Career Info

Career: Construction and Related Workers, All Other

They support construction projects by doing various tasks like cleaning sites, setting up equipment, and helping skilled workers complete their jobs.

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Employment & Wage Data

* Data estimated from parent occupation

Median Wage

$49,910

Jobs (2025)

29,500

Growth (2025-35)

+3.9%

Annual Openings

2,400

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

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