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How a surveyor can use AI, task by task

O*NET 17-1022.00: SurveyorsMedian pay $75,440/year (BLS, May 2025)24 tasksJob Zone 4: Considerable preparation

Make exact measurements and determine property boundaries. Provide data relevant to the shape, contour, gravitation, location, elevation, or dimension of land or land features on or near the earth's surface for engineering, mapmaking, mining, land evaluation, construction, and other purposes.

Type your own title and every prompt on this page updates to match. Also called: City Surveyor, County Surveyor, Land Surveyor, Licensed Land Surveyor, Mine Surveyor, Professional Land Surveyor, Registered Land Surveyor, Staff Land Surveyor, State Surveyor, Surveyor.

Where AI fits in this job

AI-ready 32%AI-assist 32%Stays human 36%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 6 AI-ready, 8 AI-assist and 10 human-led tasks out of 24. 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 6

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

Compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.

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 surveyor. Part of my job is to compute geodetic measurements and interpret survey data to determine positions, shapes, and elevations of geomorphic and topographic features.

Context: We use Survey software and Geodetic software; the work draws on geography, engineering and technology and building and construction.
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 compute geodetic measurements (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 4.3/5 · core task · O*NET work activity: Calculate geographic positions from survey data..

Verify the accuracy of survey data, including measurements and calculations conducted at survey sites.

Daily

AI is a tireless first-pass checker.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 53% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as a surveyor. Part of my job is to verify the accuracy of survey data, including measurements and calculations conducted at survey sites.

Context: We use Survey software and Data transfer software; the work draws on geography, engineering and technology and building and construction.
Calculations: [paste survey or measurement data and results]
Method: [formulas used]

Recheck the math step by step and flag discrepancies. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Calculation check

Step 1Pick a real example: the next time you verify the accuracy of survey data (today).
Step 2Fill in [Calculations] and [Method] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.5/5 · core task · O*NET work activity: Verify mathematical calculations..

Calculate heights, depths, relative positions, property lines, and other characteristics of terrain.

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 surveyor. Part of my job is to calculate heights, depths, relative positions, property lines, and other characteristics of terrain.

Context: We use Survey software and MicroSurvey FieldGenius; the work draws on geography, engineering and technology and building and construction.
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 calculate heights, depths and relative positions (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 4.3/5 · core task · O*NET work activity: Calculate geographic positions from survey data..

Determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS).

Weekly

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 surveyor. Part of my job is to determine longitudes and latitudes of important features and boundaries in survey areas, using theodolites, transits, levels, and satellite-based global positioning systems (GPS).

Context: We use Survey software and MicroSurvey FieldGenius; the work draws on geography, engineering and technology and building and construction.
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 determine longitudes and latitudes of important features and boundaries (this week).
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 4.2/5 · core task · O*NET work activity: Calculate geographic positions from survey data..

Write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.

Weekly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a surveyor. Part of my job is to write descriptions of property boundary surveys for use in deeds, leases, or other legal documents.

Context: We use Data transfer software and Microsoft Word.
Design: [building, structure, system, survey]
Details to record: [specs, materials, dimensions, data]

Draft a design specification document with sections, tables and a revision log. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Design documentation

Step 1Pick a real example: the next time you write descriptions of property boundary surveys (this week).
Step 2Fill in [Design] and [Details to record] with the real details, then run the prompt.
Step 3Cross-check every number against the drawings or survey data. Confirm the rules against the current official source.

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

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

Importance 4.6/5 · core task · O*NET work activity: Document technical design details..

Conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.

Monthly

AI maps out the topic and options; confirm with real sources.

Show prompt & steps

AI is a fast research assistant. Ask it to map out a topic, compare options or list what to check. Use a tool with web search and ask for its sources.

Ready-to-use prompt

I work as a surveyor. Part of my job is to conduct research in surveying and mapping methods, using knowledge of photogrammetric map compilation and electronic data processing.

Context: We use MicroSurvey FieldGenius and Survey software; the work draws on geography, engineering and technology and building and construction.
What I'm evaluating: [hardware, software, process]
Needs: [requirements]

Compare options against my needs in a table, list questions for vendors, and sources to verify.

10-minute exercise: Product or process research

Step 1Pick a real example: the next time you conduct research.
Step 2Fill in [What I'm evaluating] and [Needs] with the real details, then run the prompt.
Step 3Confirm the top option's claims with the vendor or a trial.

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

Importance 3.4/5 · core task · O*NET work activity: Conduct research to gain information about products or processes.. Also involves: Research topics in area of expertise..

AI can help you prep these 8

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

Prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.

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 surveyor. Part of my job is to prepare and maintain sketches, maps, reports, and legal descriptions of surveys to describe, certify, and assume liability for work performed.

Context: We use Bentley GeoPak Bridge and Autodesk AutoCAD; the work draws on geography, engineering and technology and building and construction.
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 maintain sketches, maps and reports (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. Confirm the rules against the current official source.

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

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

Importance 4.7/5 · core task · O*NET work activity: Create maps..

Prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.

Daily

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

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 surveyor. Part of my job is to prepare, or supervise preparation of, all data, charts, plots, maps, records, and documents related to surveys.

Context: We use Data transfer software and Microsoft Word.
Design: [building, structure, system, survey]
Details to record: [specs, materials, dimensions, data]

Draft a design specification document with sections, tables and a revision log. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Design documentation

Step 1Pick a real example: the next time you prepare, or supervise preparation of, all data and charts (today).
Step 2Fill in [Design] and [Details to record] with the real details, then run the prompt.
Step 3Cross-check every number against the drawings or survey data.

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

Importance 4.5/5 · core task · O*NET work activity: Document technical design details..

Analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.

Weekly

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

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 surveyor. Part of my job is to analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.

Context: We use Survey software and MicroSurvey FieldGenius; the work draws on geography, engineering and technology and building and construction.
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 analyze survey objectives and specifications (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..

Establish fixed points for use in making maps, using geodetic and engineering instruments.

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 surveyor. Part of my job is to establish fixed points for use in making maps, using geodetic and engineering instruments.

Context: We use Bentley GeoPak Bridge and Autodesk AutoCAD; the work draws on geography, engineering and technology and building and construction.
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 establish fixed points (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..

Coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.

Weekly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a surveyor. Part of my job is to coordinate findings with the work of engineering and architectural personnel, clients, and others concerned with projects.

Who: [suppliers, clients, departments]
Work: [schedules, findings]

Draft a coordination message. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Cross-team coordination

Step 1Pick a real example: the next time you coordinate findings with the work of engineering and architectural (this week). Leave out names and identifying details.
Step 2Fill in [Who] and [Work] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 4.0/5 · core task · O*NET work activity: Coordinate activities with suppliers, contractors, clients, or other departments..

Develop criteria for survey methods and procedures.

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 34% 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 surveyor. Part of my job is to develop criteria for survey methods and procedures.

Context: We use Data transfer software and Microsoft Word.
Operation: [survey, photography]
Requirements: [accuracy]

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

10-minute exercise: Operational criteria

Step 1Pick a real example: the next time you develop criteria.
Step 2Fill in [Operation] 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 3.8/5 · core task · O*NET work activity: Determine operational criteria or specifications..

Determine specifications for equipment to be used for aerial photography, as well as altitudes from which to photograph terrain.

A few times a year

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

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 surveyor. Part of my job is to determine specifications for equipment to be used for aerial photography, as well as altitudes from which to photograph terrain.

Context: We use Data transfer software and Microsoft Word.
Operation: [survey, photography]
Requirements: [accuracy]

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

10-minute exercise: Operational criteria

Step 1Pick a real example: the next time you determine specifications.
Step 2Fill in [Operation] 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 2.9/5 · O*NET work activity: Determine operational criteria or specifications..

Develop criteria for the design and modification of survey instruments.

Yearly or less

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 14% 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 surveyor. Part of my job is to develop criteria for the design and modification of survey instruments.

Context: We use Data transfer software and Microsoft Word.
Operation: [survey, photography]
Requirements: [accuracy]

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

10-minute exercise: Operational criteria

Step 1Pick a real example: the next time you develop criteria.
Step 2Fill in [Operation] 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 2.3/5 · O*NET work activity: Determine operational criteria or specifications..

These stay human 10

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 · Outdoors in all weather: once a week or more but not every day · Contact with others: contact with others most of the time · Impact of decisions: important results

Direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a surveyor. Part of my job is to direct or conduct surveys to establish legal boundaries for properties, based on legal deeds and titles.

Context: The work draws on geography, engineering and technology and building and construction.
Survey: [boundary, project]
Crew: [assistants]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing a survey crew

Step 1Pick a real example: the next time you direct or conduct surveys (today).
Step 2Fill in [Survey] and [Crew] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. 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 4.9/5 · core task · O*NET work activity: Direct surveying activities..

Record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.

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 surveyor. Part of my job is to record the results of surveys, including the shape, contour, location, elevation, and dimensions of land or land features.

Context: The work draws on geography, engineering and technology and building and construction.
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 record the results of surveys (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 4.5/5 · core task · O*NET work activity: Survey land or bodies of water to measure or determine features..

Search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.

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 surveyor. Part of my job is to search legal records, survey records, and land titles to obtain information about property boundaries in areas to be surveyed.

Context: The work draws on geography, engineering and technology and building and construction.
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 search legal records to obtain information about property boundaries (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. 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 4.5/5 · core task · O*NET work activity: Gather physical survey data..

Train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a surveyor. Part of my job is to train assistants and helpers, and direct their work in such activities as performing surveys or drafting maps.

Context: The work draws on geography, engineering and technology and building and construction.
Survey: [boundary, project]
Crew: [assistants]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing a survey crew

Step 1Pick a real example: the next time you train assistants and helpers (this week).
Step 2Fill in [Survey] and [Crew] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.1/5 · core task · O*NET work activity: Direct surveying activities.. Also involves: Train personnel on proper operational procedures..

Plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.

Weekly

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 surveyor. Part of my job is to plan and conduct ground surveys designed to establish baselines, elevations, and other geodetic measurements.

Context: The work draws on geography, engineering and technology and building and construction.
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 plan and conduct ground surveys (this week).
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 4.2/5 · core task · O*NET work activity: Survey land or bodies of water to measure or determine features..

Direct aerial surveys of specified geographical areas.

A few times a year

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a surveyor. Part of my job is to direct aerial surveys of specified geographical areas.

Context: The work draws on geography, engineering and technology and building and construction.
Survey: [boundary, project]
Crew: [assistants]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Directing a survey crew

Step 1Pick a real example: the next time you direct aerial surveys of specified geographical areas.
Step 2Fill in [Survey] and [Crew] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.5/5 · core task · O*NET work activity: Direct surveying activities..

Adjust surveying instruments to maintain their accuracy.

A few times a year

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 surveyor. Part of my job is to adjust surveying instruments to maintain their accuracy.

Context: The work draws on geography, engineering and technology and building and construction.
Instrument: [surveying, lab, vehicle system]
Standard: [reference]

List calibration steps and records. 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: Calibration routine

Step 1Pick a real example: the next time you adjust surveying instruments.
Step 2Fill in [Instrument] and [Standard] with the real details, then run the prompt.
Step 3Use a traceable standard and record results.

Importance 3.9/5 · core task · O*NET work activity: Calibrate scientific or technical equipment..

Survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.

A few times a year

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 surveyor. Part of my job is to survey bodies of water to determine navigable channels and to secure data for construction of breakwaters, piers, and other marine structures.

Context: The work draws on geography, engineering and technology and building and construction.
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 survey bodies of water.
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 3.7/5 · core task · O*NET work activity: Survey land or bodies of water to measure or determine features..

Locate and mark sites selected for geophysical prospecting activities, such as efforts to locate petroleum or other mineral products.

A few times a year

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 surveyor. Part of my job is to locate and mark sites selected for geophysical prospecting activities, such as efforts to locate petroleum or other mineral products.

Context: The work draws on geography, engineering and technology and building and construction.
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 locate and mark sites.
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 3.3/5 · O*NET work activity: Survey land or bodies of water to measure or determine features..

Testify as an expert witness in court cases on land survey issues, such as property boundaries.

Yearly or less

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a surveyor. Part of my job is to testify as an expert witness in court cases on land survey issues, such as property boundaries.

Context: The work draws on geography, engineering and technology and building and construction.
Proceeding: [court, hearing, legislative]
Topic: [findings, violations, investigation]

Help me prepare: key facts in order, likely questions including hostile ones, and how to answer calmly and only within my knowledge. Then cross-examine me.

10-minute exercise: Testimony prep

Step 1Pick a real example: the next time you testify as an expert witness in court cases.
Step 2Fill in [Proceeding] and [Topic] with the real details, then run the prompt.
Step 3Review with counsel and stick strictly to facts you can support. 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 3.9/5 · core task · O*NET work activity: Testify at legal or legislative proceedings..

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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.

Stays human Deepen these

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

  • Active Listeningimportance 3.5/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Speakingimportance 3.6/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Coordinationimportance 3.5/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Active Learningimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates

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 3.8/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information
  • Mathematicsimportance 4.0/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information
  • Reading Comprehensionimportance 3.9/5
    Used in: Processing Information
  • Judgment and Decision Makingimportance 3.2/5
    Used in: Estimating the Quantifiable Characteristics of Products, Events, or Information

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.

  • Civil Engineers28% human-led · Same preparation · $100,840/yr · usually bachelor's degreeSkills to build: Operations Analysis, Science, Active Learning
  • Water Resource Specialists2% human-led · Same preparation · $167,220/yr · usually bachelor's degreeSkills to build: Systems Evaluation, Systems Analysis, Complex Problem Solving
  • Wind Energy Development Managers23% human-led · Same preparation · $141,900/yr · usually bachelor's degreeSkills to build: Management of Financial Resources, Management of Material Resources, Negotiation
  • Architects, Except Landscape and Naval19% human-led · Needs more preparation · $99,280/yrSkills to build: Operations Analysis, Judgment and Decision Making, Complex Problem Solving

Getting into this job

Bachelor's degree is most common (47% of workers)

  • High school or less 16%
  • Certificate or some college 26%
  • Associate's 11%
  • Bachelor's 47%
  • On-the-job training: 6–12 months
  • Related experience: 1–2 years
  • Professional certification: important (4.0/5)

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.

Autodesk AutoCADAutodesk AutoCAD Civil 3DBentley MicroStationESRI ArcGIS softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft Word