Not Very Resilient

Last Update: 10/7/2026

AI Resilience Score for Traffic Technicians:

34.7%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Low

Our confidence in this score:
High

Methodology and Scoring Rationale

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

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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 traffic technicians, six of eight sources had data, with Anthropic and Adaptive Capacity missing. Most AI exposure sources (AI Resilience Model, Microsoft, OpenAI Signals) landed at Medium, but Will Robots Take My Job flagged Low resilience. Weak hiring and pay outlooks pulled the score down, and that pattern earns a confident "Not Very Resilient" label.

AI Resilience Report forTraffic Technicians

$59,090 median salary•900 annual openings•SOC Code: 53-6041.00

Traffic Technicians are less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Traffic Technicians are labeled "Not Very Resilient" because a large portion of their core, day-to-day tasks, like counting vehicles, checking speeds, monitoring traffic flow, and updating signal timing plans, are being handled more and more by AI-powered cameras, sensors, and cloud platforms. These are exactly the kinds of repetitive, data-heavy jobs that AI is very good at, and tools are already cutting the time and effort required for tasks that once kept technicians busy for months.

Learn more about how you can thrive in this position

This role is not very resilient

Traffic Technicians are labeled "Not Very Resilient" because a large portion of their core, day-to-day tasks, like counting vehicles, checking speeds, monitoring traffic flow, and updating signal timing plans, are being handled more and more by AI-powered cameras, sensors, and cloud platforms. These are exactly the kinds of repetitive, data-heavy jobs that AI is very good at, and tools are already cutting the time and effort required for tasks that once kept technicians busy for months.

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Analysis of current AI resilience

Traffic Technicians

Updated quarterly

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More Career Info

Career: Traffic Technicians

They help keep roads safe by studying traffic patterns, setting up signs, and making sure traffic signals work properly.

Employment & Wage Data

Median Wage

$59,090

Jobs (2025)

8,100

Growth (2025-35)

+4.0%

Annual Openings

900

Education

High school diploma or equivalent

Experience

None

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

Task-Level AI Resilience Scores

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

1

82% ResilienceSupplemental

Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices.

2

80% ResilienceCore Task

Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures.

3

78% ResilienceSupplemental

Place and secure automatic counters, using power tools, and retrieve counters after counting periods end.

4

75% ResilienceSupplemental

Lay out pavement markings for striping crews.

5

70% ResilienceSupplemental

Provide technical supervision regarding traffic control devices to other traffic technicians or laborers.

6

65% ResilienceCore Task

Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency.

7

60% ResilienceSupplemental

Monitor street or utility projects for compliance to traffic control permit conditions.

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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