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Jobs · Architecture and Engineering · O*NET-SOC 17-2051.01

Transportation Engineers: which tasks is AI doing?

2 of its 26 tasks show measurable AI use, and 49% of that use is automation (AI doing the task) rather than augmentation (AI helping a person do it).

Develop plans for surface transportation projects, according to established engineering standards and state or federal construction policy. Prepare designs, specifications, or estimates for transportation facilities. Plan modifications of existing streets, highways, or freeways to improve traffic flow.

Tasks with observed AI use

2 of 26

Claude conversations mapped to this job's tasks

Automation share of that use

49%

The rest is augmentation; all usage: 49%

US employment

367,840

BLS, May 2025; broader SOC group 17-2051

US median annual wage

$100,840

For the broader SOC group 17-2051

Which of these does AI already do for you?

Tick the tasks AI handles in your version of this job. Whatever stays unticked is what keeps a person needed: the links a chain waits on. The bars show where people already use AI for each task, from real usage data.

How to read this

Observed use is not the same as replacement. A task can see heavy AI use while the job grows, because the remaining tasks, such as judgment, accountability, and dealing with people, become more valuable. That is the weak-link pattern behind the explainer.

Task lists and wages are US data. The tasks are broadly similar in other countries; pay and employment are not. For your own economy, see work and jobs by country.

Source: This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. How fast is AI? has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. AI usage: Anthropic Economic Index (CC BY), 2026-05. Employment and wages: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics. · O*NET 31.0 Database · Anthropic Economic Index · BLS OEWS