Geoscientists, Except Hydrologists and Geographers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Review environmental, historical, or technical reports and publications for accuracy.66
• Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.65
• Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos.60

Augmentable tasks

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

• Study historical climate change indicators found in locations, such as ice sheets or rock formations to develop climate change models.56
• Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments.55
• Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management.52

Most durable tasks

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

• Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.22
• Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.24
• Locate and review research articles or environmental, historical, or technical reports.32

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 45 puts Geoscientists, Except Hydrologists and Geographers in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 3 of 20 analyzed tasks lean automatable, 12 augmentable, and 5 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.

One next move: adopt AI deliberately on the augmentable tasks and build visible evidence of the durable ones.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $101,920median wage
• 23,470employed
• 2,000annual openings
• +3.6%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.

• Hydrologists 42
• Industrial Ecologists 42
• Conservation Scientists 52
• Soil and Plant Scientists 48
• Biologists 47
• Geographers 55

FAQ — Geoscientists, Except Hydrologists and Geographers

What does a score of 45 mean for a Geoscientists, Except Hydrologists and Geographers?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 45 on a 0–100 exposure scale — in the second 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?

The highest-exposure tasks are: Review environmental, historical, or technical reports and publications for accuracy; Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects; Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management; Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities; Locate and review research articles or environmental, historical, or technical reports. 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.