medium risk

Traffic Technicians

Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer.

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Higher risk than 81% of occupations

AI Impact Summary

Traffic Technicians faces moderate AI displacement risk with a score of 40/100. This occupation has higher AI displacement risk than 81% of all analyzed occupations. Of 24 analyzed tasks, 9 are highly automatable, particularly routine cognitive, routine manual tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

24 tasks analyzed

Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow.

Risk: 53.0%AI: 65EstimatedTime: 9%

Prepare work orders for repair, maintenance, or changes in traffic systems.

Risk: 85.2%AI: 90EstimatedTime: 5%

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

Risk: 49.0%AI: 55EstimatedTime: 7%

Compute time settings for traffic signals or speed restrictions, using standard formulas.

Risk: 88.0%AI: 97EstimatedTime: 4%

Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.

Risk: 80.0%AI: 77EstimatedTime: 5%

Task	AI Capability	Risk	Time %
Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow.	65Estimated	53.0%	9%
Prepare work orders for repair, maintenance, or changes in traffic systems.	90Estimated	85.2%	5%
Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency.	55Estimated	49.0%	7%
Compute time settings for traffic signals or speed restrictions, using standard formulas.	97Estimated	88.0%	4%
Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.	77Estimated	80.0%	5%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Traffic Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate

Addresses vulnerability: Information Ordering

Estimated Impact

-6.8pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate

Enhances AI augmentation: Writing

Estimated Impact

-5pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate

Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$3K/yr salary

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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.