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How a computer specialist can use AI, task by task

O*NET 15-1299.00: Computer Occupations, All OtherMedian pay $116,580/year (BLS, May 2025)15 common activities

All computer occupations not listed separately.

How this page is built: O*NET doesn't publish a task list for this catch-all occupation. This playbook is built from the related occupations it groups together: the work activities most of them share, classified the same way as every other task on the site. For a full task list, see Web Administrators, Geographic Information Systems Technologists and Technicians, Document Management Specialists, Penetration Testers, Information Security Engineers, Digital Forensics Analysts, Blockchain Engineers, Computer Systems Engineers/Architects.
Type your own title and every prompt on this page updates to match. Also called: —.

Where AI fits in this job

AI-ready 16%AI-assist 78%Stays human 6%

Share of the job's common activities across related occupations, weighted by how important and how frequent each task is (O*NET ratings). 3 AI-ready, 11 AI-assist and 1 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

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. Analyze security of systems, network, or data.Crunch the numbers · Weekly
  2. Test computer system operations to ensure proper functioning.Build with code · Weekly
  3. Evaluate utility of software or hardware technologies.Look into it · Weekly

💪 Lean into these

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

  1. Install computer software.Hands-on work · Monthly

AI can draft these 3

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

Prepare analytical reports.

WeeklyIn 4 related jobs

AI turns complex material into plain-language handouts.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as a computer specialist. Part of my job is to prepare analytical reports.

Context: We use Google Analytics and SAS; the work draws on communications and media, 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 prepare analytical reports (this week).
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 4.0/5 · O*NET work activity: Prepare analytical reports..

Write computer programming code.

MonthlyIn 3 related jobs

AI writes, explains and tests code you review.

Show prompt & steps

AI coding assistants can write, explain, test and refactor code from a plain description. You review, test and own what ships.

Ready-to-use prompt

I work as a computer specialist. Part of my job is to write computer programming code.

Context: We use Microsoft Azure software and Microsoft Visual Studio; the work draws on communications and media, computers and electronics and design.
Language and context: [language, existing code]
Goal: [what it should do]
Constraints: [style, performance, security]

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

10-minute exercise: Write code

Step 1Pick a real example: the next time you write computer programming code.
Step 2Fill in [Language and context], [Goal] and [Constraints] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before merging.

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

Importance 3.6/5 · O*NET work activity: Write computer programming code..

Develop testing routines or procedures.

MonthlyIn 3 related jobs

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 computer specialist. Part of my job is to develop testing routines or procedures.

Context: We use Microsoft SharePoint and Adobe Acrobat.
System: [network, data warehouse, hardware]
What to test: [functions, integration]

Draft test procedures, cases and expected results. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Test procedure

Step 1Pick a real example: the next time you develop testing routines or procedures.
Step 2Fill in [System] and [What to test] with the real details, then run the prompt.
Step 3Run the procedure once and fix unclear steps.

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

Importance 3.9/5 · O*NET work activity: Develop testing routines or procedures..

AI can help you prep these 11

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

Analyze security of systems, network, or data.

WeeklyIn 6 related jobs

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 computer specialist. Part of my job is to analyze security of systems, network, or data.

Context: We use Google Analytics and SAS; the work draws on communications and media, computers and electronics and design.
System: [network, application, data store]
Evidence: [paste logs, scan results, no secrets]

Identify breaches or weaknesses, severity, and remediation steps. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Security analysis

Step 1Pick a real example: the next time you analyze security of systems (this week).
Step 2Fill in [System] and [Evidence] with the real details, then run the prompt.
Step 3Verify each finding in the original data.

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

Importance 4.1/5 · O*NET work activity: Analyze security of systems, network, or data..

Test computer system operations to ensure proper functioning.

WeeklyIn 5 related jobs

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 computer specialist. Part of my job is to test computer system operations to ensure proper functioning.

Context: We use Microsoft Azure software and Microsoft Visual Studio; the work draws on communications and media, computers and electronics and design.
System: [application, network, data processing]
Risks: [what could fail]

Write test cases covering function, performance and security, with expected results and scripts. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: System test plan

Step 1Pick a real example: the next time you test computer system operations (this week).
Step 2Fill in [System] and [Risks] 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 4.1/5 · O*NET work activity: Test computer system operations to ensure proper functioning..

Evaluate utility of software or hardware technologies.

WeeklyIn 5 related jobs

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 computer specialist. Part of my job is to evaluate utility of software or hardware technologies.

Context: We use Google Analytics and SAS; the work draws on communications and media, computers and electronics and design.
Need: [what we want to do]
Candidates: [tools]

Compare features, cost, integration and risks in a table, and suggest a trial plan. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Software or tool evaluation

Step 1Pick a real example: the next time you evaluate utility of software or hardware technologies (this week).
Step 2Fill in [Need] and [Candidates] with the real details, then run the prompt.
Step 3Check pricing and features on vendor sites.

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

Importance 3.9/5 · O*NET work activity: Evaluate utility of software or hardware technologies..

Recommend changes to improve computer or information systems.

MonthlyIn 6 related jobs

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 computer specialist. Part of my job is to recommend changes to improve computer or information systems.

Context: The work draws on communications and media, 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 changes to improve computer or information systems.
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 3.6/5 · O*NET work activity: Recommend changes to improve computer or information systems..

Monitor the security of digital information.

DailyIn 3 related jobs

AI suggests causes to test; the hands-on fix is yours.

Show prompt & steps

AI can suggest likely causes and a diagnostic order to try. Hands-on testing and the final fix are yours.

Ready-to-use prompt

I work as a computer specialist. Part of my job is to monitor the security of digital information.

Context: We use Linux and UNIX; the work draws on communications and media, computers and electronics and design.
System: [files, servers, apps]
Log excerpt: [paste with personal data removed]

Identify suspicious events, likely explanations, and next checks or actions. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Security log review

Step 1Take a recent log excerpt with personal data removed.
Step 2Fill in [System] and [Log excerpt] with the real details, then run the prompt.
Step 3Verify each finding in the original log before acting.

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

Importance 4.4/5 · O*NET work activity: Monitor the security of digital information..

Implement security measures for computer or information systems.

MonthlyIn 4 related jobs

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 computer specialist. Part of my job is to implement security measures for computer or information systems.

Context: We use Microsoft Azure software and Microsoft Visual Studio; the work draws on communications and media, computers and electronics and design.
System: [network, application]
Threat or change: [describe]

Propose security controls and configuration steps with tests. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Security measure implementation

Step 1Pick a real example: the next time you implement security measures.
Step 2Fill in [System] and [Threat or change] with the real details, then run the prompt.
Step 3Test in staging and keep a rollback plan.

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

Importance 4.3/5 · O*NET work activity: Implement security measures for computer or information systems..

Collaborate with others to resolve information technology issues.

WeeklyIn 3 related jobs

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 computer specialist. Part of my job is to collaborate with others to resolve information technology issues.

Issue: [describe]
Who: [vendors, project staff]

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

10-minute exercise: IT issue collaboration

Step 1Pick a real example: the next time you collaborate with others (this week).
Step 2Fill in [Issue] and [Who] 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 4.2/5 · O*NET work activity: Collaborate with others to resolve information technology issues..

Manage information technology projects or system activities.

WeeklyIn 3 related jobs

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 computer specialist. Part of my job is to manage information technology projects or system activities.

Context: We use Microsoft Project and Microsoft Excel; the work draws on communications and media, computers and electronics and design.
Project: [describe]
Team and timeline: [describe]

Draft a project plan with milestones, meetings, risks and status reporting. 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: IT project management

Step 1Pick a real example: the next time you manage information technology projects or system activities (this week).
Step 2Fill in [Project] and [Team and timeline] 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.

Importance 4.1/5 · O*NET work activity: Manage information technology projects or system activities..

Provide technical support for software maintenance or use.

MonthlyIn 4 related jobs

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 computer specialist. Part of my job is to provide technical support for software maintenance or use.

Context: The work draws on communications and media, 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.
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 · O*NET work activity: Provide technical support for software maintenance or use..

Identify information technology project resource requirements.

MonthlyIn 4 related jobs

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 computer specialist. Part of my job is to identify information technology project resource requirements.

Context: We use Microsoft Project and Microsoft Excel; the work draws on communications and media, computers and electronics and design.
Project: [system change, network install]
Needs: [users, functions, site]

List hardware, software, cabling and staff needed. 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: IT resource requirements

Step 1Pick a real example: the next time you identify information technology project resource requirements.
Step 2Fill in [Project] and [Needs] 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.

Importance 3.7/5 · O*NET work activity: Identify information technology project resource requirements..

Develop performance metrics or standards related to information technology.

MonthlyIn 4 related jobs

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 computer specialist. Part of my job is to develop performance metrics or standards related to information technology.

Context: We use Microsoft SharePoint and Adobe Acrobat.
Area: [web, systems]
Goals: [describe]

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

10-minute exercise: IT performance metrics

Step 1Pick a real example: the next time you develop performance metrics or standards.
Step 2Fill in [Area] and [Goals] 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 3.9/5 · O*NET work activity: Develop performance metrics or standards related to information technology..

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.

Install computer software.

MonthlyIn 4 related jobs

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 computer specialist. Part of my job is to install computer software.

Context: The work draws on communications and media, computers and electronics and design.
Software: [firewall, DBMS upgrade]
Environment: [servers, network]

List pre-checks, install steps and rollback. 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: Software install plan

Step 1Pick a real example: the next time you install computer software.
Step 2Fill in [Software] and [Environment] with the real details, then run the prompt.
Step 3Back up first and test in a non-production environment.

Importance 3.9/5 · O*NET work activity: Install computer software..

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