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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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Highway Maintenance Workers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
The career of highway maintenance workers is labeled as "Mostly Resilient" because, while some tasks are seeing new robotic aids, the core work still heavily relies on human skills like judgment, teamwork, and communication. Tasks such as standing in traffic, flagging drivers, and installing guardrails require the adaptability and problem-solving abilities that humans possess.
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Learn more about how you can thrive in this position
This role is mostly resilient
The career of highway maintenance workers is labeled as "Mostly Resilient" because, while some tasks are seeing new robotic aids, the core work still heavily relies on human skills like judgment, teamwork, and communication. Tasks such as standing in traffic, flagging drivers, and installing guardrails require the adaptability and problem-solving abilities that humans possess.
Read full analysisAnalysis of Current AI Resilience
Highway Maint. Workers
Updated Quarterly • Last Update: 2/17/2026

Highway crews still do most work by hand, but a few tasks are seeing new robotic aids. For example, Hong Kong built a “Roadbot” with cameras and robot arms to place and pick up traffic cones on highways [1]. In Australia, engineers trialed a self-driving traffic “Robocone” that moves itself to mark work zones [2].
China even tested driverless street-sweeper trucks that clean highway debris without a person at the wheel [3]. In Spain, researchers used drones and a small unmanned ground vehicle (with a robotic arm) to inspect and even repair road damage [4]. However, many core jobs remain manual.
Activities like standing in traffic, flagging drivers, or installing guardrails and shoulders still need people. (For example, an EU robotics project – InfraROB – focused on automating pothole filling and line painting, not guardrail or flagger work [5].) In short, only a few specific tasks have experimental automated helpers so far; most highway maintenance work is still done by crews.

Wider use of AI tools in road work is likely to be gradual. Studies suggest these systems can help: for instance, an EU test program found robot teams cut fatal accidents in work zones by about 50% and cut some maintenance costs roughly 35% [5]. Spanish research has shown smart road robots could make fixing roads about 14% faster and lower carbon emissions around 11% [4].
But these systems are expensive to build and must meet strict safety rules, so agencies are cautious. For example, China’s trial of 50 autonomous sweepers on city streets [3] was notable, but such pilots are still rare. In most places today, road crews still use human-driven trucks and hand tools because people can adapt to surprises in traffic and jobs.
Overall, AI may add helpful tools and improve safety, but highway maintenance work will continue to need human judgment, teamwork, and communication. Those human skills remain valuable even as some tasks get new technology [5] [4].

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They keep roads safe and smooth by fixing potholes, clearing debris, and painting road lines.
Median Wage
$49,070
Jobs (2024)
159,100
Growth (2024-34)
+3.0%
Annual Openings
12,300
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Flag motorists to warn them of obstacles or repair work ahead.
Erect, install, or repair guardrails, road shoulders, berms, highway markers, warning signals, and highway lighting, using hand tools and power tools.
Dump, spread, and tamp asphalt, using pneumatic tampers, to repair joints and patch broken pavement.
Haul and spread sand, gravel, and clay to fill washouts and repair road shoulders.
Remove litter and debris from roadways, including debris from rock and mud slides.
Set out signs and cones around work areas to divert traffic.
Perform preventative maintenance on vehicles and heavy equipment.
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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