AI Automation Index

Will AI Replace Transportation Engineers?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Transportation Engineers. Run the upskilling simulator.

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• Developed & audited by Gini Loh

AI Vulnerability

23% risk score

Median Salary

$100,840 / year

Growth Demand

Very High

Constituent Task Mix

We parsed O*NET's 26 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 46%
Low Automation Risk (Strategy/Leadership) 54%

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constituent Tasks

Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.

Semi-structured task combining routine and non-routine responsibilities.

Plan alteration or modification of existing transportation structures to improve safety or function.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Present data, maps, or other information at construction-related public hearings or meetings.

Semi-structured task combining routine and non-routine responsibilities.

Prepare final project layout drawings that include details such as stress calculations.

Semi-structured task combining routine and non-routine responsibilities.

Investigate traffic problems and recommend methods to improve traffic flow or safety.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Estimate transportation project costs.

Semi-structured task combining routine and non-routine responsibilities.

Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Evaluate traffic control devices or lighting systems to determine need for modification or expansion.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Prepare project budgets, schedules, or specifications for labor or materials.

Semi-structured task combining routine and non-routine responsibilities.

Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Review development plans to determine potential traffic impact.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Analyze environmental impact statements for transportation projects.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Supervise the maintenance or repair of transportation systems or system components.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Inspect completed transportation projects to ensure compliance with environmental regulations.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Participate in contract bidding, negotiation, or administration.

Semi-structured task combining routine and non-routine responsibilities.

Evaluate construction project materials for compliance with environmental standards.

Semi-structured cognitive task involving analysis, inspection, or monitoring.

Direct the surveying, staking, or laying-out of construction projects.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Design transportation systems or structures with sustainable materials or products, such as porous pavement or bioretention structures.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Investigate or test specific construction project materials to determine compliance to specifications or standards.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop or assist in the development of transportation-related computer software or computer processes.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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