Develop applied software for the analysis and interpretation of geological data.

“Develop applied software for the analysis and interpretation of geological data.” is a supplemental task performed by Geoscientists, Except Hydrologists and Geographers. Among the occupation's 32 rated tasks, workers place it 2nd by importance (#31 most important). About 59% 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.

• Design computer or information systems or applications. in Thinking Creatively

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task 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 1.00. Automation potential label: T3.

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.

• 0.004% share of AI-use records mapped to this task
• 89% of that use is work-related
• 89% 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.

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

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-3716,
  title  = {Develop applied software for the analysis and interpretation of geological data.},
  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-3716}
}