Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.

“Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.” is a core task performed by Geoscientists, Except Hydrologists and Geographers. Among the occupation's 32 rated tasks, workers place it 21st by importance (#12 most important). About 68% 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.

• Advise others on environmental sustainability or green practices. in Providing Consultation and Advice to Others

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: T1.

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.

• 0.009% share of AI-use records mapped to this task
• 51% of that use is work-related
• Most common interaction: learning
• Average autonomy of the AI: 3.6 (1–5; higher = more autonomous)
• 94% of interactions still needed a human in the loop

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.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application. · importance 4.4
• Analyze and interpret geological data, using computer software. · importance 4.4
• Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains. · importance 4.4
• Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos. · importance 4.3
• Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions. · importance 4.2
• Assess ground or surface water movement to provide advice on issues, such as waste management, route and site selection, or the restoration of contaminated sites. · importance 4.2
• Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research. · importance 4.2
• Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities. · importance 4.1
• Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery. · importance 4.0
• Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management. · importance 3.9
• Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results. · importance 3.8
• Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers. · importance 3.8
• Locate and review research articles or environmental, historical, or technical reports. · importance 3.8
• Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects. · importance 3.7

See all tasks on the Geoscientists, Except Hydrologists and Geographers 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-3711,
  title  = {Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.},
  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-3711}
}