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How a geographer can use AI, task by task

O*NET 19-3092.00: GeographersMedian pay $102,040/year (BLS, May 2025)12 tasksJob Zone 4: Considerable preparation

Study the nature and use of areas of the Earth's surface, relating and interpreting interactions of physical and cultural phenomena. Conduct research on physical aspects of a region, including land forms, climates, soils, plants, and animals, and conduct research on the spatial implications of human activities within a given area, including social characteristics, economic activities, and political organization, as well as researching interdependence between regions at scales ranging from local to global.

Type your own title and every prompt on this page updates to match. Also called: Earth Observations Scientist, Geographer, GIS Coordinator (Geographic Information Systems Coordinator), GIS Geographer (Geographic Information Systems Geographer), GIS Physical Scientist (Geographic Information Systems Physical Scientist), Scientist.

Where AI fits in this job

AI-ready 0%AI-assist 78%Stays human 22%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 9 AI-assist and 3 human-led tasks out of 12. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 9

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.

Weekly

AI generates options and references; taste and the final call are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 63% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a geographer. Part of my job is to create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.

Context: We use Adobe Photoshop and Corel CorelDraw Graphics Suite; the work draws on geography, sociology and anthropology and computers and electronics.
Map: [geological, survey, mosaic]
Data: [sources]

Outline the workflow, layers and symbology. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Map preparation

Step 1Pick a real example: the next time you create and modify maps, graphs and diagrams (this week).
Step 2Fill in [Map] and [Data] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 4.4/5 · core task · O*NET work activity: Prepare maps..

Teach geography.

Weekly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a geographer. Part of my job is to teach geography.

Context: We use Microsoft PowerPoint; the work draws on geography, sociology and anthropology and computers and electronics.
Topic: [theory, method]
Students: [level]

Plan a class with readings, discussion and assessment. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Humanities or social science class

Step 1Pick a real example: the next time you teach geography (this week).
Step 2Fill in [Topic] and [Students] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.2/5 · core task · O*NET work activity: Instruct college students in social sciences or humanities disciplines..

Locate and obtain existing geographic information databases.

Weekly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geographer. Part of my job is to locate and obtain existing geographic information databases.

Context: We use SAS and IBM SPSS Statistics; the work draws on geography, sociology and anthropology and computers and electronics.
Research question: [what the data should show]
Archives or sources: [site reports, records, collections]

List the types of records likely to help, how to search each archive, how to record provenance, and gaps to expect.

10-minute exercise: Archive data plan

Step 1Pick a real example: the next time you locate and obtain existing geographic information databases (this week).
Step 2Fill in [Research question] and [Archives or sources] with the real details, then run the prompt.
Step 3Search one archive using its plan and log provenance for what you find.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.8/5 · core task · O*NET work activity: Collect archival data..

Study the economic, political, and cultural characteristics of a specific region's population.

Weekly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geographer. Part of my job is to study the economic, political, and cultural characteristics of a specific region's population.

Context: We use Wolfram Research Mathematica and SAS; the work draws on geography, sociology and anthropology and computers and electronics.
Question: [site, culture, artifact]
Evidence available: [excavation data, objects, maps]

Suggest hypotheses, analysis methods, dating approaches and key literature. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Archaeology research plan

Step 1Pick a real example: the next time you study the economic, political and cultural characteristics (this week).
Step 2Fill in [Question] and [Evidence available] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.8/5 · core task · O*NET work activity: Conduct anthropological or archaeological research..

Analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.

Monthly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a geographer. Part of my job is to analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.

Context: We use Wolfram Research Mathematica and SAS; the work draws on geography, sociology and anthropology and computers and electronics.
Question: [site, culture, artifact]
Evidence available: [excavation data, objects, maps]

Suggest hypotheses, analysis methods, dating approaches and key literature. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Archaeology research plan

Step 1Pick a real example: the next time you analyze geographic distributions of physical and cultural phenomena.
Step 2Fill in [Question] and [Evidence available] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 3.8/5 · core task · O*NET work activity: Conduct anthropological or archaeological research..

Write and present reports of research findings.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a geographer. Part of my job is to write and present reports of research findings.

Context: We use SAS and IBM SPSS Statistics; the work draws on geography, sociology and anthropology and computers and electronics.
Topic: [status, results, fixes]
Audience: [customers, staff]
Notes: [paste]

Draft slides outline and speaker notes. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical presentation

Step 1Pick a real example: the next time you write and present reports of research findings.
Step 2Fill in [Topic], [Audience] and [Notes] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.1/5 · core task · O*NET work activity: Prepare scientific or technical reports or presentations..

Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.

Weekly

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a geographer. Part of my job is to develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.

Context: We use Python and R; the work draws on geography, sociology and anthropology and computers and electronics.
Problem: [research question]
Data and tools: [formats, libraries]

Propose an approach and write code with tests and documentation. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Scientific software

Step 1Pick a real example: the next time you develop, operate, and maintain geographical information computer systems (this week).
Step 2Fill in [Problem] and [Data and tools] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.8/5 · core task · O*NET work activity: Develop software or applications for scientific or technical use..

Provide geographical information systems support to the private and public sectors.

Weekly

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a geographer. Part of my job is to provide geographical information systems support to the private and public sectors.

Context: We use Python and R; the work draws on geography, sociology and anthropology and computers and electronics.
Problem: [research question]
Data and tools: [formats, libraries]

Propose an approach and write code with tests and documentation. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Scientific software

Step 1Pick a real example: the next time you provide geographical information systems support (this week).
Step 2Fill in [Problem] and [Data and tools] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.9/5 · core task · O*NET work activity: Develop software or applications for scientific or technical use..

Provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.

Monthly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 37% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a geographer. Part of my job is to provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.

Context: We use Python and R; the work draws on geography, sociology and anthropology and computers and electronics.
Issue: [market, operations, policy]
Audience: [groups, dealers]

Write advice with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Business advice

Step 1Pick a real example: the next time you provide consulting services in fields such as resource development.
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Check it against the manufacturer's manual and your site procedure before you rely on it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 3.2/5 · core task · O*NET work activity: Advise others on business or operational matters..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day

Gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geographer. Part of my job is to gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.

Context: The work draws on geography, sociology and anthropology and computers and electronics.
Data: [geographic, geological]
Tools: [GPS, GIS, instruments]

Plan collection steps and data sheets. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Field data collection

Step 1Pick a real example: the next time you gather and compile geographic data (this week).
Step 2Fill in [Data] and [Tools] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Collect geographical or geological field data.. Also involves: Compile geographic or related data..

Collect data on physical characteristics of specified areas, such as geological formations, climates, and vegetation, using surveying or meteorological equipment.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geographer. Part of my job is to collect data on physical characteristics of specified areas, such as geological formations, climates, and vegetation, using surveying or meteorological equipment.

Context: The work draws on geography, sociology and anthropology and computers and electronics.
Data: [geographic, geological]
Tools: [GPS, GIS, instruments]

Plan collection steps and data sheets. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Field data collection

Step 1Pick a real example: the next time you collect data on physical characteristics of specified areas.
Step 2Fill in [Data] and [Tools] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.7/5 · core task · O*NET work activity: Collect geographical or geological field data..

Conduct field work at outdoor sites.

Monthly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a geographer. Part of my job is to conduct field work at outdoor sites.

Context: The work draws on geography, sociology and anthropology and computers and electronics.
Data: [geographic, geological]
Tools: [GPS, GIS, instruments]

Plan collection steps and data sheets. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Field data collection

Step 1Pick a real example: the next time you conduct field work.
Step 2Fill in [Data] and [Tools] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.6/5 · core task · O*NET work activity: Collect geographical or geological field data..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 4.0/5
    Used in: Thinking Creatively
  • Reading Comprehensionimportance 4.1/5
    Used in: Getting Information
  • Active Listeningimportance 3.8/5
    Used in: Getting Information
  • Writingimportance 4.1/5
    Used in: Training and Teaching Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Geography Teachers, Postsecondary25% human-led · Needs more preparation · $97,590/yr · usually doctoral degreeSkills to build: Instructing, Monitoring, Speaking
  • Remote Sensing Scientists and Technologists18% human-led · Same preparation · $122,570/yr · usually bachelor's degreeSkills to build: Mathematics, Operations Analysis, Systems Evaluation
  • Atmospheric and Space Scientists15% human-led · Same preparation · $99,070/yr · usually bachelor's degreeSkills to build: Science, Mathematics
  • Sociologists12% human-led · Needs more preparation · $106,030/yr · usually doctoral degreeSkills to build: Social Perceptiveness, Learning Strategies, Monitoring

Getting into this job

Bachelor's degree is most common (45% of workers)

  • Associate's 5%
  • Bachelor's 45%
  • Graduate degree 50%
  • On-the-job training: 1–3 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe PhotoshopAutodesk AutoCADESRI ArcGIS softwareIBM SPSS StatisticsMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft WordPythonRSAS