Transportation Engineers

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.60
• Estimate transportation project costs.55
• Prepare project budgets, schedules, or specifications for labor or materials.55

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.20
• Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.25
• Present data, maps, or other information at construction-related public hearings or meetings.25

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 41 puts Transportation Engineers in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 0 of 20 analyzed tasks lean automatable, 14 augmentable, and 6 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $100,840median wage
• 367,840employed
• 23,600annual openings
• +5.0%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Transportation Planners 48
• Civil Engineering Technologists and Technicians 43
• Traffic Technicians 39
• Civil Engineer 43
• Project Coordinator 49
• Construction and Building Inspectors 27

How this score was calculated

FAQ — Transportation Engineers

Will AI replace Transportation Engineers?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 41 mean for a Transportation Engineers?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 41 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations; Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules; Present data, maps, or other information at construction-related public hearings or meetings. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.