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How a cartographer / photogrammetrist can use AI, task by task

O*NET 17-1021.00: Cartographers and PhotogrammetristsMedian pay $81,390/year (BLS, May 2025)14 tasksJob Zone 4: Considerable preparation

Research, study, and prepare maps and other spatial data in digital or graphic form for one or more purposes, such as legal, social, political, educational, and design purposes. May work with Geographic Information Systems (GIS). May design and evaluate algorithms, data structures, and user interfaces for GIS and mapping systems. May collect, analyze, and interpret geographic information provided by geodetic surveys, aerial photographs, and satellite data.

Your job title Type your own title and every prompt on this page updates to match. Also called: Aerial Photogrammetrist, Cartographer, Cartographic Designer, Digital Cartographer, Mapper, Photogrammetric Technician, Photogrammetrist, Stereo Compiler, Stereoplotter Operator.

Where AI fits in this job

AI-ready 7%AI-assist 56%Stays human 37%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 1 AI-ready, 8 AI-assist and 5 human-led tasks out of 14. 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).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.Create & design · Daily
Revise existing maps and charts, making all necessary corrections and adjustments.Create & design · Weekly
Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.Create & design · Daily

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.Hands-on work · Daily
Inspect final compositions to ensure completeness and accuracy.Watch & inspect · Daily
Collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.Watch & inspect · Daily

Skills to build & where you could move ↓

AI can draft these 1

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

Identify, scale, and orient geodetic points, elevations, and other planimetric or topographic features, applying standard mathematical formulas.

Daily

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a cartographer / photogrammetrist. Part of my job is to identify, scale, and orient geodetic points, elevations, and other planimetric or topographic features, applying standard mathematical formulas.

Context: We use Image analysis software and Microsoft Excel; the work draws on geography, computers and electronics and design.
Survey data: [paste measurements]
Goal: [positions, areas, elevations]

Walk through computations and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Survey data computation

Step 1Pick a real example: the next time you identify, scale, and orient geodetic points and elevations (today).

Step 2Fill in [Survey data] and [Goal] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.1/5 · core task · O*NET work activity: Calculate geographic positions from survey data..

AI can help you prep these 8

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

Delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.

Daily

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

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 cartographer / photogrammetrist. Part of my job is to delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.

Context: We use Adobe Photoshop and Adobe Illustrator; the work draws on geography, computers and electronics and design.
Site: [land, aerial area]
Purpose: [development, mapping]

Outline map layers, features and specs. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Site plan or map

Step 1Pick a real example: the next time you delineate aerial photographic detail (today).

Step 2Fill in [Site] and [Purpose] 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 4.5/5 · core task · O*NET work activity: Create maps..

Revise existing maps and charts, making all necessary corrections and adjustments.

Weekly

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

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 cartographer / photogrammetrist. Part of my job is to revise existing maps and charts, making all necessary corrections and adjustments.

Context: We use Adobe Photoshop and Adobe Illustrator; the work draws on geography, computers and electronics and design.
Site: [land, aerial area]
Purpose: [development, mapping]

Outline map layers, features and specs. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Site plan or map

Step 1Pick a real example: the next time you revise existing maps and charts (this week).

Step 2Fill in [Site] and [Purpose] 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 4.2/5 · core task · O*NET work activity: Create maps..

Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.

Daily

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

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 cartographer / photogrammetrist. Part of my job is to prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.

Context: We use Adobe Photoshop and Adobe Illustrator; the work draws on geography, computers and electronics and design.
Site: [land, aerial area]
Purpose: [development, mapping]

Outline map layers, features and specs. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Site plan or map

Step 1Pick a real example: the next time you prepare and alter trace maps, charts and tables (today).

Step 2Fill in [Site] and [Purpose] 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 4.5/5 · core task · O*NET work activity: Create maps..

Determine map content and layout, as well as production specifications such as scale, size, projection, and colors, and direct production to ensure that specifications are followed.

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 57% 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 cartographer / photogrammetrist. Part of my job is to determine map content and layout, as well as production specifications such as scale, size, projection, and colors, and direct production to ensure that specifications are followed.

Context: We use Adobe Photoshop and Adobe Illustrator; the work draws on geography, computers and electronics and design.
Site: [land, aerial area]
Purpose: [development, mapping]

Outline map layers, features and specs. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Site plan or map

Step 1Pick a real example: the next time you determine map content and layout (this week).

Step 2Fill in [Site] and [Purpose] 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 3.8/5 · core task · O*NET work activity: Create maps..

Examine and analyze data from ground surveys, reports, aerial photographs, and satellite images to prepare topographic maps, aerial-photograph mosaics, and related charts.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 71% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a cartographer / photogrammetrist. Part of my job is to examine and analyze data from ground surveys, reports, aerial photographs, and satellite images to prepare topographic maps, aerial-photograph mosaics, and related charts.

Context: We use Image analysis software and Microsoft Excel; the work draws on geography, computers and electronics and design.
Data: [site, survey, imagery]
Purpose: [design, mapping]

Outline analysis and outputs. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Survey data analysis

Step 1Pick a real example: the next time you examine and analyze data (this week).

Step 2Fill in [Data] and [Purpose] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.0/5 · core task · O*NET work activity: Analyze physical, survey, or geographic data..

Build and update digital databases.

Weekly

AI preps the paperwork; approving and paying stay with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 99% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a cartographer / photogrammetrist. Part of my job is to build and update digital databases.

Context: We use SAP software and Microsoft SharePoint.
System: [database, CAD]
Task: [describe]

Write a quick-reference guide. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Computer system workflow

Step 1Pick a real example: the next time you build and update digital databases (this week).

Step 2Fill in [System] and [Task] with the real details, then run the prompt.

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.8/5 · core task · O*NET work activity: Operate computer systems..

Determine guidelines that specify which source material is acceptable for use.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 27% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a cartographer / photogrammetrist. Part of my job is to determine guidelines that specify which source material is acceptable for use.

Context: We use Microsoft SharePoint and Adobe Acrobat.
Product or source: [describe]
Requirements: [performance, standards]

Draft design criteria with rationale and test methods. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Design criteria

Step 1Pick a real example: the next time you determine guidelines.

Step 2Fill in [Product or source] and [Requirements] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · O*NET work activity: Determine design criteria or specifications..

Select aerial photographic and remote sensing techniques and plotting equipment needed to meet required standards of accuracy.

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 cartographer / photogrammetrist. Part of my job is to select aerial photographic and remote sensing techniques and plotting equipment needed to meet required standards of accuracy.

Context: We use Image analysis software and Geomechanical design analysis GDA software; the work draws on geography, computers and electronics and design.
Job: [survey, inspection, operation]
Requirements: [accuracy, cost, conditions]

Compare options in a table and recommend one. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Select equipment or technology

Step 1Pick a real example: the next time you select aerial photographic and remote sensing techniques.

Step 2Fill in [Job] and [Requirements] 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 3.7/5 · O*NET work activity: Select tools, equipment, or technologies for use in operations or projects.. Also involves: Determine operational methods..

These stay human 5

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: every day · Dealing with the public: very important · Contact with others: contact with others most of the time · Using hands on tools and objects: more than half the time

Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.

Daily

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 cartographer / photogrammetrist. Part of my job is to compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.

Context: The work draws on geography, computers and electronics and design.
Survey: [type of survey, area, equipment]
Conditions: [weather, terrain, access]

Make me a pre-survey checklist (equipment, calibration, safety), a data recording template, and the most common sources of error to avoid.

10-minute exercise: Field survey prep

Step 1Pick a real example: the next time you compile data for map preparation (today).

Step 2Before your next field survey, fill in [Survey] and [Conditions].

Step 3Use the recording template in the field and note one improvement afterward.

Importance 4.5/5 · core task · O*NET work activity: Gather physical survey data..

Inspect final compositions to ensure completeness and accuracy.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cartographer / photogrammetrist. Part of my job is to inspect final compositions to ensure completeness and accuracy.

Context: The work draws on geography, computers and electronics and design.
Product: [map, electronic product, assembly]
Requirements: [specs]

Make a final inspection checklist with common flaws. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Final inspection checklist

Step 1Pick a real example: the next time you inspect final compositions (today).

Step 2Fill in [Product] and [Requirements] with the real details, then run the prompt.

Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.2/5 · core task · O*NET work activity: Inspect finished products to locate flaws..

Collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cartographer / photogrammetrist. Part of my job is to collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.

Context: The work draws on geography, computers and electronics and design.
Area: [land, water]
Features: [what to map]

Make a survey plan and verification checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Feature survey plan

Step 1Pick a real example: the next time you collect information about specific features of the Earth (today).

Step 2Fill in [Area] and [Features] with the real details, then run the prompt.

Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.0/5 · core task · O*NET work activity: Survey land or bodies of water to measure or determine features..

Study legal records to establish boundaries of local, national, and international properties.

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 cartographer / photogrammetrist. Part of my job is to study legal records to establish boundaries of local, national, and international properties.

Context: The work draws on geography, computers and electronics and design.
Survey: [type of survey, area, equipment]
Conditions: [weather, terrain, access]

Make me a pre-survey checklist (equipment, calibration, safety), a data recording template, and the most common sources of error to avoid.

10-minute exercise: Field survey prep

Step 1Pick a real example: the next time you study legal records to establish boundaries of local (this week).

Step 2Before your next field survey, fill in [Survey] and [Conditions].

Step 3Use the recording template in the field and note one improvement afterward. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.3/5 · core task · O*NET work activity: Gather physical survey data..

Travel over photographed areas to observe, identify, record, and verify all relevant features.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a cartographer / photogrammetrist. Part of my job is to travel over photographed areas to observe, identify, record, and verify all relevant features.

Context: The work draws on geography, computers and electronics and design.
Area: [land, water]
Features: [what to map]

Make a survey plan and verification checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Feature survey plan

Step 1Pick a real example: the next time you travel over photographed areas.

Step 2Fill in [Area] and [Features] with the real details, then run the prompt.

Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 2.9/5 · O*NET work activity: Survey land or bodies of water to measure or determine features..

Get the full prompt pack for Cartographers and Photogrammetrists

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

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.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

Active Listeningimportance 3.4/5
Used in: Getting Information
Mathematicsimportance 2.9/5
Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information

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 3.5/5
Used in: Thinking Creatively
Reading Comprehensionimportance 4.0/5
Used in: Analyzing Data or Information
Judgment and Decision Makingimportance 3.1/5
Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information
Complex Problem Solvingimportance 3.1/5
Used in: Working with Computers

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.

Geographic Information Systems Technologists and Technicians3% human-led · Same preparation · $116,580/yr
Skills to build: Complex Problem Solving, Monitoring

New tasks appearing in this job

O*NET has started tracking 2 new or updated tasks here: 0 AI-ready, 1 AI-assist, 1 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Estimate resources, such as production hours, required for projects.

New in O*NET

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a cartographer / photogrammetrist. Part of my job is to estimate resources, such as production hours, required for projects.

Context: We use SAP software and Microsoft Excel; the work draws on geography, computers and electronics and design.
Project: [mapping, engineering, production]
Scope: [quantities, deliverables]

Estimate hours, equipment and materials with assumptions and formulas. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Resource estimate

Step 1Pick a real example: the next time you estimate resources.

Step 2Fill in [Project] and [Scope] with the real details, then run the prompt.

Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

New O*NET task (08/2018). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Calculate design specifications or cost, material, and resource estimates, and prepare project schedules and budgets.” (Electrical and Electronic Engineering Technologists and Technicians), and was checked by hand. O*NET work activity: Estimate technical or resource requirements for development or production projects.. Also involves: Estimate time requirements for development or production projects.; Estimate material requirements for production..

Use drone technology to capture high-resolution images and data for map creation and updating.

New in O*NET

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 cartographer / photogrammetrist. Part of my job is to use drone technology to capture high-resolution images and data for map creation and updating.

Context: The work draws on geography, computers and electronics and design.
What's involved: [drone technology: where, when, who's affected]

Make me a step-by-step checklist to use drone technology, the details I should double-check before I start, and a 3-line template for noting it's done.

10-minute exercise: Checklist: drone technology

Step 1Before you next use drone technology, fill in [What's involved] with the real details.

Step 2Strike any step that doesn't match how your workplace does it, and add what only experience teaches.

Step 3Afterward, note it with the 3-line template and one thing you'd do differently next time.

New O*NET task (05/2025). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

Post-secondary certificate is most common (36% of workers)

Certificate or some college 46%
Associate's 11%
Bachelor's 32%
Graduate degree 11%

On-the-job training: 1–3 months
Related experience: 3–6 months

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 AcrobatAdobe Creative Cloud softwareAdobe IllustratorAdobe InDesignAdobe PhotoshopAutodesk AutoCADBentley MicroStationCESRI ArcGIS softwareExtensible markup language XMLJavaScript Object Notation JSONMicrosoft Access