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How a geographic information systems technologist / technician can use AI, task by task

O*NET 15-1299.02: Geographic Information Systems Technologists and TechniciansMedian pay $116,580/year (BLS, May 2025)29 tasksJob Zone 4: Considerable preparation

Assist scientists or related professionals in building, maintaining, modifying, or using geographic information systems (GIS) databases. May also perform some custom application development or provide user support.

Type your own title and every prompt on this page updates to match. Also called: Geospatial Technician, GIS Admin (Geographic Information Systems Administrator), GIS Analyst (Geographic Information System Analyst), GIS Analyst (Geographic Information Systems Analyst), GIS Applications Specialist (Geographic Information Systems Applications Specialist), GIS Assessment Tech (Geographic Information Systems Assessment Technician), GIS Coordinator (Geographic Information Systems Coordinator), GIS Developer (Geographic Information Systems Developer), GIS Specialist (Geographic Information Systems Specialist), GIS Tech (Geographic Information Systems Technician).

Where AI fits in this job

AI-ready 35%AI-assist 62%Stays human 3%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 8 AI-ready, 20 AI-assist and 1 human-led tasks out of 29. 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.

  1. Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.Explain it clearly · Daily
  2. Maintain or modify existing Geographic Information Systems (GIS) databases.Handle the admin · Daily
  3. Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.Review & check · Weekly

💪 Lean into these

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

  1. Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.Lead people · Monthly

Skills to build & where you could move ↓

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 8

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

Maintain or modify existing Geographic Information Systems (GIS) databases.

Daily

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a geographic information systems technologist / technician. Part of my job is to maintain or modify existing Geographic Information Systems (GIS) databases.

Context: We use SAP software and Microsoft SharePoint.
Database: [GIS, production]
Change: [describe]

List steps and verification queries. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Database update procedure

Step 1Pick a real example: the next time you maintain or modify existing Geographic Information Systems (GIS) databases (today).
Step 2Fill in [Database] and [Change] with the real details, then run the prompt.
Step 3Back up before changes and verify after.

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

Importance 4.1/5 · core task · O*NET work activity: Update computer database information.. Also involves: Create databases to store electronic data..

Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.

Weekly

AI is a tireless first-pass checker.

📊 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

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 geographic information systems technologist / technician. Part of my job is to review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.

Context: We use Microsoft SharePoint and SAS; the work draws on geography, computers and electronics and design.
Dataset: [paste a sample or describe columns]
Rules: [formats, ranges, required fields]

List quality issues and write validation checks or queries. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Data quality check

Step 1Pick a real example: the next time you review existing or incoming data (this week).
Step 2Fill in [Dataset] and [Rules] 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 4.3/5 · core task · O*NET work activity: Evaluate data quality..

Create, analyze, report, convert, or transfer data, using specialized applications program software.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 64% of those conversations; the rest were back-and-forth with the person.

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 geographic information systems technologist / technician. Part of my job is to create, analyze, report, convert, or transfer data, using specialized applications program software.

Context: We use Microsoft SharePoint and Microsoft Word.
Here's what I have for the data: [rough notes, the facts, figures and decisions behind it]

Write a clear first draft that I can check and finish. Keep it [one page / short / formal], laid out so I can paste it into Microsoft SharePoint or Microsoft Word. Use headings if they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Draft the data

Step 1Pull up the last data you did, or jot 5 rough bullets for the next one.
Step 2Paste the prompt and put those bullets in [rough notes]. Pick the length in [one page / short / formal] to match what goes into Microsoft SharePoint or Microsoft Word.
Step 3Fix every [CHECK] against your source and anything else that's wrong, then compare the time with writing the data from scratch.

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

Importance 3.6/5 · core task · O*NET work activity: Analyze data to identify trends or relationships among variables.. Also involves: Prepare data for analysis..

Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.

Weekly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a geographic information systems technologist / technician. Part of my job is to enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.

Context: We use SAP software and Microsoft SharePoint.
Database: [GIS, production]
Change: [describe]

List steps and verification queries. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Database update procedure

Step 1Pick a real example: the next time you enter data (this week).
Step 2Fill in [Database] and [Change] with the real details, then run the prompt.
Step 3Back up before changes and verify after.

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

Importance 3.7/5 · core task · O*NET work activity: Update computer database information..

Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.

Weekly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a geographic information systems technologist / technician. Part of my job is to collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.

Context: We use SAP software and Microsoft SharePoint.
Data: [describe]
Analysis: [purpose]

List cleaning and formatting steps. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Data prep

Step 1Pick a real example: the next time you collect, compile, or integrate Geographic Information Systems (GIS) data (this week).
Step 2Fill in [Data] and [Analysis] 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 3.4/5 · core task · O*NET work activity: Prepare data for analysis..

Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.

Monthly

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a geographic information systems technologist / technician. Part of my job is to read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.

Context: The work draws on geography, computers and electronics and design.
Industry: [describe]
Focus: [technology, best practices]

Summarize trends, what they mean for my role, and sources to follow. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Industry trend briefing

Step 1Pick a real example: the next time you read current literature.
Step 2Fill in [Industry] and [Focus] with the real details, then run the prompt.
Step 3Check one claim against an official or professional source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 3.3/5 · core task · O*NET work activity: Update knowledge about emerging industry or technology trends..

Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.

Weekly

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

📊 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 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 geographic information systems technologist / technician. Part of my job is to conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.

Context: We use SAS and The MathWorks MATLAB; the work draws on geography, computers and electronics and design.
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, data analysis and systems design (this week).
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 3.3/5 · core task · O*NET work activity: Conduct research to gain information about products or processes.. Also involves: Design integrated computer systems..

Confer with users to analyze, configure, or troubleshoot applications.

Weekly

AI walks through likely causes and fixes.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 81% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Describe the symptoms and error messages and AI walks you through likely causes and step-by-step fixes, most likely first.

Ready-to-use prompt

I work as a geographic information systems technologist / technician. Part of my job is to confer with users to analyze, configure, or troubleshoot applications.

Context: We use Linux and UNIX; the work draws on geography, computers and electronics and design.
System: [application, telehealth]
Symptoms: [errors, logs]

List likely causes and tests. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Application troubleshooting

Step 1Pick a real example: the next time you confer with users (this week).
Step 2Fill in [System] and [Symptoms] with the real details, then run the prompt.
Step 3Test the most likely cause first, and stop at anything it flags as a safety risk.

Never follow AI repair steps that bypass safety procedures, lockout/tagout or manufacturer guidance.

Importance 3.4/5 · core task · O*NET work activity: Troubleshoot issues with computer applications or systems.. Also involves: Collaborate with others to resolve information technology issues..

AI can help you prep these 20

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

Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.

Daily

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 52% 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 geographic information systems technologist / technician. Part of my job is to produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.

Context: We use ESRI ArcGIS software and SAS; the work draws on geography, computers and electronics and design.
Analysis: [describe]
Results: [paste tables, maps]

Draft the report narrative. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Analytical report

Step 1Pick a real example: the next time you produce data layers, maps and tables (today).
Step 2Fill in [Analysis] and [Results] 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 4.2/5 · core task · O*NET work activity: Prepare analytical reports.. Also involves: Prepare graphics or other visual representations of information..

Select cartographic elements needed for effective presentation of information.

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 42% 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 geographic information systems technologist / technician. Part of my job is to select cartographic elements needed for effective presentation of information.

Context: We use Autodesk AutoCAD and Microsoft PowerPoint; the work draws on geography, computers and electronics and design.
Project: [web page, mock-up, storyboard]
Goals and audience: [describe]

Generate 5 concept directions with layouts and styles. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Visual concepts

Step 1Pick a real example: the next time you select cartographic elements (this week).
Step 2Fill in [Project] and [Goals and audience] 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 3.9/5 · core task · O*NET work activity: Prepare graphics or other visual representations of information..

Interpret aerial or ortho photographs.

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 geographic information systems technologist / technician. Part of my job is to interpret aerial or ortho photographs.

Context: We use Tableau and SAS; the work draws on geography, computers and electronics and design.
Data: [paste table]
Question: [what relationships matter]

Analyze correlations and trends with code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Find trends and relationships

Step 1Pick a real example: the next time you interpret aerial or ortho photographs (this week).
Step 2Fill in [Data] and [Question] 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 3.7/5 · core task · O*NET work activity: Analyze data to identify trends or relationships among variables..

Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.

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 geographic information systems technologist / technician. Part of my job is to perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.

Context: We use SAS and The MathWorks MATLAB; the work draws on geography, computers and electronics and design.
Problem: [describe]
Data or principles: [inputs]

Propose a model and solve it with code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Mathematical model

Step 1Pick a real example: the next time you perform geospatial data building (this week).
Step 2Fill in [Problem] and [Data or principles] 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 3.5/5 · core task · O*NET work activity: Develop scientific or mathematical models..

Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.

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 41% 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 geographic information systems technologist / technician. Part of my job is to design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.

Context: We use Autodesk AutoCAD and ESRI ArcGIS software; the work draws on geography, computers and electronics and design.
Project: [web page, mock-up, storyboard]
Goals and audience: [describe]

Generate 5 concept directions with layouts and styles. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Visual concepts

Step 1Pick a real example: the next time you design or prepare graphic representations of Geographic Information Systems (GIS) data (this week).
Step 2Fill in [Project] and [Goals and audience] 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 3.5/5 · core task · O*NET work activity: Prepare graphics or other visual representations of information..

Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.

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 geographic information systems technologist / technician. Part of my job is to design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.

Context: We use Microsoft Azure software and C; the work draws on geography, computers and electronics and design.
What to store: [appraisals, records, inventory]
How it's used: [searches, reports]

Design tables and fields, and give setup steps for a spreadsheet or database tool, plus example queries.

10-minute exercise: Build a simple database

Step 1Pick a real example: the next time you design or coordinate the development of integrated Geographic Information Systems (GIS) (this week).
Step 2Fill in [What to store] and [How it's used] 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 3.5/5 · core task · O*NET work activity: Create databases to store electronic data..

Transfer or rescale information from original photographs onto maps or other photographs.

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 geographic information systems technologist / technician. Part of my job is to transfer or rescale information from original photographs onto maps or other photographs.

Context: We use Autodesk AutoCAD and Microsoft Visual Basic; the work draws on geography, computers and electronics and design.
Project: [web page, mock-up, storyboard]
Goals and audience: [describe]

Generate 5 concept directions with layouts and styles. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Visual concepts

Step 1Pick a real example: the next time you transfer rescale information (this week).
Step 2Fill in [Project] and [Goals and audience] 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 3.4/5 · core task · O*NET work activity: Prepare graphics or other visual representations of information..

Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.

Monthly

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 35% 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 geographic information systems technologist / technician. Part of my job is to create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.

Context: We use Autodesk AutoCAD and SAS; the work draws on geography, computers and electronics and design.
Project: [web page, mock-up, storyboard]
Goals and audience: [describe]

Generate 5 concept directions with layouts and styles. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Visual concepts

Step 1Pick a real example: the next time you create visual representations of geospatial data.
Step 2Fill in [Project] and [Goals and audience] 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 3.1/5 · core task · O*NET work activity: Prepare graphics or other visual representations of information..

Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.

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 74% 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 geographic information systems technologist / technician. Part of my job is to provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.

Context: We use ESRI ArcGIS software; the work draws on geography, computers and electronics and design.
Software: [describe]
Common problems: [list]

Write clear fixes and when to escalate. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Software support answers

Step 1Pick a real example: the next time you provide technical expertise. Leave out names and identifying details.
Step 2Fill in [Software] and [Common problems] 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 3.5/5 · core task · O*NET work activity: Provide technical support for software maintenance or use..

Design, program, or model Geographic Information Systems (GIS) applications or procedures.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 65% of those conversations; the rest were back-and-forth with the person.

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 geographic information systems technologist / technician. Part of my job is to design, program, or model Geographic Information Systems (GIS) applications or procedures.

Context: We use Microsoft Azure software and C; the work draws on geography, computers and electronics and design.
Application: [GIS, business]
Requirements: [functions, users]

Design components, data model and starter code. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Application design

Step 1Pick a real example: the next time you design, program, or model Geographic Information Systems (GIS) applications or procedures (this week).
Step 2Fill in [Application] and [Requirements] 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 3.6/5 · core task · O*NET work activity: Design software applications.. Also involves: Write computer programming code.; Develop models of information or communications systems..

Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Monthly

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 geographic information systems technologist / technician. Part of my job is to perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Context: We use SAS and The MathWorks MATLAB; the work draws on geography, computers and electronics and design.
Data: [paste table]
Question: [what relationships matter]

Analyze correlations and trends with code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Find trends and relationships

Step 1Pick a real example: the next time you perform integrated or computerized Geographic Information Systems (GIS) analyses.
Step 2Fill in [Data] and [Question] 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 3.3/5 · core task · O*NET work activity: Analyze data to identify trends or relationships among variables..

Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.

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 76% 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 geographic information systems technologist / technician. Part of my job is to provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.

Context: We use Python and JavaScript; the work draws on geography, computers and electronics and design.
Software: [describe]
Common problems: [list]

Write clear fixes and when to escalate. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Software support answers

Step 1Pick a real example: the next time you provide technical support. Leave out names and identifying details.
Step 2Fill in [Software] and [Common problems] 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 3.3/5 · core task · O*NET work activity: Provide technical support for software maintenance or use..

Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 66% of those conversations; the rest were back-and-forth with the person.

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 geographic information systems technologist / technician. Part of my job is to perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.

Context: We use Microsoft Azure software and C; the work draws on geography, computers and electronics and design.
Application: [GIS, business]
Requirements: [functions, users]

Design components, data model and starter code. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Application design

Step 1Pick a real example: the next time you perform computer programming, data analysis and software development (this week).
Step 2Fill in [Application] and [Requirements] 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 3.4/5 · O*NET work activity: Design software applications.. Also involves: Write computer programming code..

Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.

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 geographic information systems technologist / technician. Part of my job is to make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.

Context: We use ESRI ArcGIS software; the work draws on geography, computers and electronics and design.
System: [describe]
Problems: [describe]

Write a recommendation with options and costs. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: System improvement recommendation

Step 1Pick a real example: the next time you make recommendations regarding upgrades.
Step 2Fill in [System] and [Problems] 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 2.9/5 · O*NET work activity: Recommend changes to improve computer or information systems..

Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.

Monthly

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 geographic information systems technologist / technician. Part of my job is to document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.

Context: We use Microsoft Azure software and C; the work draws on geography, computers and electronics and design.
Model: [financial, GIS, simulation]
Inputs and outputs: [describe]

Design the model and write starter code with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Model or simulation

Step 1Pick a real example: the next time you document, design, code, or test Geographic Information Systems (GIS) models and internet.
Step 2Fill in [Model] and [Inputs and outputs] 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 3.3/5 · core task · O*NET work activity: Design computer modeling or simulation programs.. Also involves: Test software performance.; Document technical specifications or requirements..

Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.

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 geographic information systems technologist / technician. Part of my job is to develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.

Context: We use Microsoft Azure software and C; the work draws on geography, computers and electronics and design.
What to store: [appraisals, records, inventory]
How it's used: [searches, reports]

Design tables and fields, and give setup steps for a spreadsheet or database tool, plus example queries.

10-minute exercise: Build a simple database

Step 1Pick a real example: the next time you develop specialized computer software routines, internet-based Geographic Information Systems (this week).
Step 2Fill in [What to store] and [How it's used] 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 3.3/5 · O*NET work activity: Create databases to store electronic data..

Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.

Monthly

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 geographic information systems technologist / technician. Part of my job is to apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.

Context: We use Tableau and SAS; the work draws on geography, computers and electronics and design.
Project: [describe]
Layers: [data available]

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

10-minute exercise: GIS analysis for green projects

Step 1Pick a real example: the next time you apply three-dimensional (3D) or four-dimensional (4D) technologies.
Step 2Fill in [Project] and [Layers] 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 2.9/5 · O*NET work activity: Analyze Geographic Information Systems (GIS) data for use in green applications.. Also involves: Prepare graphics or other visual representations of information..

Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.

Monthly

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 geographic information systems technologist / technician. Part of my job is to assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.

Context: We use ESRI ArcGIS software.
Product or system: [describe]
Stakeholders: [users, management]

Draft questions to settle requirements. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Specification discussion

Step 1Pick a real example: the next time you assist users.
Step 2Fill in [Product or system] and [Stakeholders] 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 3.2/5 · O*NET work activity: Collaborate with others to determine design specifications or details..

Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.

Monthly

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 geographic information systems technologist / technician. Part of my job is to prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.

Context: We use Microsoft PowerPoint and Structured query language SQL; the work draws on geography, computers and electronics and design.
System: [describe]
Users: [describe]

Plan training with hands-on tasks and a cheat sheet. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Software training

Step 1Pick a real example: the next time you prepare training materials.
Step 2Fill in [System] and [Users] with the real details, then run the prompt.
Step 3Check users can complete a real task.

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

Importance 3.1/5 · O*NET work activity: Train others in computer interface or software use..

Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.

A few times a year

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 47% 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 geographic information systems technologist / technician. Part of my job is to recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.

Context: The work draws on geography, computers and electronics and design.
System: [describe]
Problems: [describe]

Write a recommendation with options and costs. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: System improvement recommendation

Step 1Pick a real example: the next time you recommend procedures, equipment and software upgrades.
Step 2Fill in [System] and [Problems] 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 3.0/5 · core task · O*NET work activity: Recommend changes to improve computer or information systems..

These stay human 1

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 · Impact of decisions: important results · Frequency of decisions: once a week or more but not every day

Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.

Monthly

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 geographic information systems technologist / technician. Part of my job is to meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.

Context: The work draws on geography, computers and electronics and design.
Project: [describe]
Teams: [describe]

Plan coordination and decisions needed. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Cross-team project coordination

Step 1Pick a real example: the next time you meet with clients. Leave out names and identifying details.
Step 2Fill in [Project] and [Teams] 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: Coordinate project activities with other personnel or departments..

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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 3.6/5
    Used in: Thinking Creatively
  • Reading Comprehensionimportance 3.9/5
    Used in: Working with Computers
  • Complex Problem Solvingimportance 3.6/5
    Used in: Working with Computers
  • Systems Analysisimportance 2.9/5
    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.

New tasks appearing in this job

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

Install Geographic Information Systems (GIS) software or updates.

New in O*NET

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 geographic information systems technologist / technician. Part of my job is to install Geographic Information Systems (GIS) software or updates.

Context: [Microsoft Azure software or C; what exists already]
Goal: [what it should do]
Constraints: [security, performance, style rules]

Propose an approach first, in 5 bullets max. Then write the code with comments, plus tests that prove it works. Point out any security risks.

10-minute exercise: Pair-program: Geographic Information Systems (GIS) software or updates

Step 1Pick one small, real piece of work where you install Geographic Information Systems (GIS) software or updates.
Step 2Fill in [Context], [Goal] and [Constraints], ask for the approach first, and push back on anything you disagree with.
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.

New O*NET task (08/2026). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

O*NET has not surveyed education and training for this occupation yet.

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 After EffectsAdobe Creative Cloud softwareAdobe IllustratorAdobe PhotoshopAmazon Web Services AWS softwareApple iOSAtlassian JIRAAutodesk AutoCADBentley MicroStationBootstrapC

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