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

“Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.” is a core task performed by Transportation Engineers. Among the occupation's 26 rated tasks, workers place it 8th by importance (#19 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Develop models of systems, processes, or products. in Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T2.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.002% share of AI-use records mapped to this task

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• 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. · importance 4.5
• Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices. · importance 4.2
• Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices. · importance 4.1
• Plan alteration or modification of existing transportation structures to improve safety or function. · importance 4.1
• Present data, maps, or other information at construction-related public hearings or meetings. · importance 4.0
• Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules. · importance 4.0
• Prepare final project layout drawings that include details such as stress calculations. · importance 3.9
• Investigate traffic problems and recommend methods to improve traffic flow or safety. · importance 3.9
• Estimate transportation project costs. · importance 3.9
• Design or engineer drainage, erosion, or sedimentation control systems for transportation projects. · importance 3.8
• Evaluate traffic control devices or lighting systems to determine need for modification or expansion. · importance 3.8
• Prepare project budgets, schedules, or specifications for labor or materials. · importance 3.7
• Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations. · importance 3.7
• Review development plans to determine potential traffic impact. · importance 3.7

See all tasks on the Transportation Engineers page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-16313,
  title  = {Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-16313}
}