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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
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.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
Helpers, Construction Trades, All Other are somewhat less resilient to AI impacts than most occupations, according to our analysis of 3 sources.
This career is considered "Somewhat Resilient" because while many routine tasks in construction can be assisted by robots, like moving earth or painting floor plans, a lot of the unpredictable and unique tasks still need human helpers. These include carrying odd-sized materials and adjusting things on the spot, which are not easily done by machines.
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Learn more about how you can thrive in this position
This role is somewhat resilient
This career is considered "Somewhat Resilient" because while many routine tasks in construction can be assisted by robots, like moving earth or painting floor plans, a lot of the unpredictable and unique tasks still need human helpers. These include carrying odd-sized materials and adjusting things on the spot, which are not easily done by machines.
Read full analysisAnalysis of Current AI Resilience
Construction Trades Helper
Updated Quarterly • Last Update: 2/17/2026

Helper roles in construction involve many simple, physical tasks that vary a lot. In fact, O*NET notes helpers cover a “wide range” of duties so detailed data isn’t listed [1]. Some of those duties are being automated.
For example, startups have built autonomous bulldozers and excavators that level and move earth without a driver [2]. Small robots like SitePrint can even paint floor plans on the construction floor [3]. A CDC/NIOSH review notes that modern construction robots can do jobs like site excavation, bricklaying, and drywall finishing [4].
These machines handle heavy or repetitive work very fast and precisely [4]. Even so, helpers do many unpredictable tasks – carrying odd-sized materials, cleaning debris, adjusting things on the spot – that machines still struggle with [2] [4]. In short, robots today assist with some manual tasks, but many helper duties remain human-powered.

Construction firms are curious about AI but must balance costs and benefits. Analysts forecast a huge market for AI-driven construction robots (even a “multitrillion-dollar” market) [5], since machines can speed up work and lower injuries [4]. This is attractive when many sites face worker shortages [2].
On the other hand, custom robotics and AI systems are very expensive compared to current labor, and every job site is unique, so builders move carefully. Safety rules also play a role: even NIOSH notes more robots introduce new safety challenges [4]. In practice, experts expect people and machines to team up.
As one McKinsey expert said, the industry still needs “all of the workers” alongside the robots [2]. That means helpers who learn new skills – like operating or programming equipment – will remain valuable. In hopeful terms, AI and automation tend to take on boring or dangerous parts of the job, while human skills (problem-solving, creativity, teamwork) stay in demand [4] [2].

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They assist skilled workers on construction sites by carrying materials, cleaning up, and doing simple tasks to support building projects.
Median Wage
$40,760
Jobs (2024)
26,300
Growth (2024-34)
+4.4%
Annual Openings
2,800
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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