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How a computer network architect can use AI, task by task

O*NET 15-1241.00: Computer Network ArchitectsMedian pay $134,050/year (BLS, May 2025)33 tasksJob Zone 4: Considerable preparation

Design and implement computer and information networks, such as local area networks (LAN), wide area networks (WAN), intranets, extranets, and other data communications networks. Perform network modeling, analysis, and planning, including analysis of capacity needs for network infrastructures. May also design network and computer security measures. May research and recommend network and data communications hardware and software.

Type your own title and every prompt on this page updates to match. Also called: Computer Network Technologist, Network Analyst, Network Consultant, Network Systems Consultant, Networking Systems Engineer, Solutions Architect, System Programmer, Systems Engineer, WAN Engineer (Wide Area Network Engineer), Wireless Network Engineer.

Where AI fits in this job

AI-ready 29%AI-assist 58%Stays human 13%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 9 AI-ready, 19 AI-assist and 5 human-led tasks out of 33. 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).

💪 Lean into these

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

  1. Coordinate installation of new equipment.Lead people · Monthly
  2. Supervise engineers or other staff in the design or implementation of network solutions.Lead people · Weekly
  3. Coordinate network or design activities with designers of associated networks.Lead people · Monthly

🔒 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 9

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

Develop and implement solutions for network problems.

Weekly

AI walks through likely causes and fixes.

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 computer network architect. Part of my job is to develop and implement solutions for network problems.

Context: We use Linux and UNIX; the work draws on telecommunications, engineering and technology and computers and electronics.
Symptoms: [no connection, slow, drops]
Environment: [devices, network]

List checks from simplest to deepest with commands to run. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Network troubleshooting

Step 1Pick a real example: the next time you develop and implement solutions (this week).
Step 2Fill in [Symptoms] and [Environment] with the real details, then run the prompt.
Step 3Change one thing at a time and note results.

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

Importance 4.2/5 · core task · O*NET work activity: Resolve computer network problems..

Develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.

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 computer network architect. Part of my job is to develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.

Context: We use Microsoft SharePoint and Microsoft Word.
Area: [online transactions, health data]
Rules: [regulations, standards]

Draft a policy with controls and responsibilities. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Security or privacy policy

Step 1Pick a real example: the next time you develop or recommend network security measures (this week).
Step 2Fill in [Area] and [Rules] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

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

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

Importance 4.3/5 · core task · O*NET work activity: Develop computer or information security policies or procedures.. Also involves: Recommend changes to improve computer or information systems..

Develop network-related documentation.

Monthly

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 network architect. Part of my job is to develop network-related documentation.

Context: We use Microsoft SharePoint and Microsoft Word.
Activity: [support tickets, changes, incidents]
Notes: [paste rough notes, no passwords]

Turn these into clear log entries: what, when, who, outcome, follow-up. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Network activity log

Step 1Pick a real example: the next time you develop network-related documentation.
Step 2Fill in [Activity] and [Notes] with the real details, then run the prompt.
Step 3Check timestamps and ticket numbers against the system.

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

Importance 3.9/5 · core task · O*NET work activity: Document network-related activities or tasks..

Develop and write procedures for installation, use, or troubleshooting of communications hardware or software.

Monthly

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 network architect. Part of my job is to develop and write procedures for installation, use, or troubleshooting of communications hardware or software.

Context: We use Microsoft SharePoint and Microsoft Word.
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 and write procedures for installation.
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 3.8/5 · core task · O*NET work activity: Develop testing routines or procedures..

Prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.

Monthly

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 48% 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 computer network architect. Part of my job is to prepare detailed network specifications, including diagrams, charts, equipment configurations, or recommended technologies.

Context: We use Microsoft SharePoint and Microsoft Word.
Network: [describe]
Requirements: [users, apps, security]

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

10-minute exercise: Network specification

Step 1Pick a real example: the next time you prepare detailed network specifications.
Step 2Fill in [Network] 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 3.6/5 · core task · O*NET work activity: Develop specifications for computer network operation..

Develop procedures to track, project, or report network availability, reliability, capacity, or utilization.

Monthly

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 network architect. Part of my job is to develop procedures to track, project, or report network availability, reliability, capacity, or utilization.

Context: We use Microsoft SharePoint and Microsoft Word.
Here's what I have for the procedures to track: [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 procedures to track

Step 1Pull up the last procedures to track 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 procedures to track from scratch.

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

Importance 3.3/5 · core task · O*NET work activity: Monitor the performance of computer networks.. Also involves: Analyze website or related online data to track trends or usage..

Develop disaster recovery plans.

A few times a year

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a computer network architect. Part of my job is to develop disaster recovery plans.

Context: We use Microsoft Project and Microsoft Excel; the work draws on telecommunications, engineering and technology and computers and electronics.
Systems: [network, telecom, data]
Recovery targets: [RTO, RPO]

Draft a recovery plan with steps, owners and tests. 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: Disaster recovery plan

Step 1Pick a real example: the next time you develop disaster recovery plans.
Step 2Fill in [Systems] and [Recovery targets] 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 4.4/5 · core task · O*NET work activity: Maintain contingency plans for disaster recovery..

Prepare design presentations and proposals for staff or customers.

Monthly

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 30% of those conversations; the rest were back-and-forth with the person.

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 network architect. Part of my job is to prepare design presentations and proposals for staff or customers.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Audience: [customers: what they already know and what worries them]
Topic: [paste the details about design presentations and proposals]

Help me explain this to customers: (1) a 3-sentence plain-language version, (2) one everyday analogy, (3) the 5 questions they're most likely to ask, with short answers, (4) a one-page handout.

10-minute exercise: One-page explainer: design presentations and proposals

Step 1Think of what customers ask you most about design presentations and proposals. Leave out names and identifying details.
Step 2Paste the official wording into [Topic] and describe them honestly in [Audience].
Step 3Check every answer is right for your workplace, then try the 3-sentence version on the next customer who asks.

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

Importance 3.1/5 · core task · O*NET work activity: Communicate project information to others..

Develop or maintain project reporting systems.

Monthly

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 network architect. Part of my job is to develop or maintain project reporting systems.

Context: We use Microsoft SharePoint and Microsoft Word.
Project: [describe]
Stakeholders: [who needs what]

Draft a communication plan: audiences, messages, frequency, channels and owners. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Project communication plan

Step 1Pick a real example: the next time you develop or maintain project reporting systems.
Step 2Fill in [Project] and [Stakeholders] with the real details, then run the prompt.
Step 3Share the plan with the team and adjust frequency based on feedback.

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

Importance 2.7/5 · O*NET work activity: Develop information communication procedures.. Also involves: Manage documentation to ensure organization or accuracy..

AI can help you prep these 19

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

Maintain networks by performing activities such as file addition, deletion, or backup.

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 computer network architect. Part of my job is to maintain networks by performing activities such as file addition, deletion, or backup.

Context: We use Microsoft Azure software and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and computers and electronics.
Network: [describe]
Tasks: [backups, upgrades, repairs]

Plan maintenance with scripts and schedule. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Network maintenance plan

Step 1Pick a real example: the next time you maintain networks (this week).
Step 2Fill in [Network] and [Tasks] with the real details, then run the prompt.
Step 3Test changes in a maintenance window with rollback.

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

Importance 4.2/5 · core task · O*NET work activity: Maintain computer networks to enhance performance and user access..

Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 90% of those conversations; the rest were back-and-forth with the person.

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 network architect. Part of my job is to monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.

Context: We use Linux and UNIX; the work draws on telecommunications, engineering and technology and computers and electronics.
Network: [describe]
Data: [paste metrics or reports]

Find bottlenecks or failures, likely causes, and tests to confirm. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Network performance review

Step 1Pick a real example: the next time you monitor and analyze network performance and reports (this week).
Step 2Fill in [Network] and [Data] 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 3.9/5 · core task · O*NET work activity: Monitor the performance of computer networks.. Also involves: Analyze data to identify or resolve operational problems..

Coordinate network operations, maintenance, repairs, or upgrades.

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 computer network architect. Part of my job is to coordinate network operations, maintenance, repairs, or upgrades.

Context: We use Microsoft Azure software and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and computers and electronics.
Network: [describe]
Tasks: [backups, upgrades, repairs]

Plan maintenance with scripts and schedule. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Network maintenance plan

Step 1Pick a real example: the next time you coordinate network operations, maintenance and repairs (this week).
Step 2Fill in [Network] and [Tasks] with the real details, then run the prompt.
Step 3Test changes in a maintenance window with rollback.

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

Importance 4.2/5 · core task · O*NET work activity: Maintain computer networks to enhance performance and user access..

Communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.

Weekly

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 84% 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 computer network architect. Part of my job is to communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Issues: [connectivity, accounts]
Users: [describe]

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

10-minute exercise: Network support answers

Step 1Pick a real example: the next time you communicate with system users (this week). Leave out names and identifying details.
Step 2Fill in [Issues] and [Users] 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.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.8/5 · core task · O*NET work activity: Provide technical support for computer network issues..

Communicate with customers, sales staff, or marketing staff to determine customer needs.

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 computer network architect. Part of my job is to communicate with customers, sales staff, or marketing staff to determine customer needs.

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 communicate with customers and sales staff (this week). Leave out names and identifying details.
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 3.6/5 · core task · O*NET work activity: Collaborate with others to determine design specifications or details..

Communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.

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 computer network architect. Part of my job is to communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance 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 communicate with vendors.
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 3.7/5 · core task · O*NET work activity: Collaborate with others to resolve information technology issues.. Also involves: Conduct research to gain information about products or processes..

Adjust network sizes to meet volume or capacity demands.

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 computer network architect. Part of my job is to adjust network sizes to meet volume or capacity demands.

Context: We use Microsoft Azure software and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and computers and electronics.
Network: [describe]
Tasks: [backups, upgrades, repairs]

Plan maintenance with scripts and schedule. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Network maintenance plan

Step 1Pick a real example: the next time you adjust network sizes.
Step 2Fill in [Network] and [Tasks] with the real details, then run the prompt.
Step 3Test changes in a maintenance window with rollback.

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

Importance 3.8/5 · core task · O*NET work activity: Maintain computer networks to enhance performance and user access..

Design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.

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 computer network architect. Part of my job is to design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.

Context: We use Microsoft Azure software and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and computers and electronics.
Network: [LAN, WAN, wireless]
Requirements: [users, security]

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

10-minute exercise: Network configuration

Step 1Pick a real example: the next time you design, build, or operate equipment configuration prototypes.
Step 2Fill in [Network] and [Requirements] with the real details, then run the prompt.
Step 3Test changes in a maintenance window with rollback ready.

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

Importance 3.8/5 · core task · O*NET work activity: Configure computer networks.. Also involves: Design integrated computer systems..

Evaluate network designs to determine whether customer requirements are met efficiently and effectively.

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 computer network architect. Part of my job is to evaluate network designs to determine whether customer requirements are met efficiently and effectively.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
Design or proposal: [describe]
Requirements: [needs, constraints]

Assess whether it meets requirements, risks and gaps. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Design feasibility review

Step 1Pick a real example: the next time you evaluate network designs. Leave out names and identifying details.
Step 2Fill in [Design or proposal] and [Requirements] 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: Evaluate project designs to determine adequacy or feasibility..

Determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.

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 50% 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 computer network architect. Part of my job is to determine specific network hardware or software requirements, such as platforms, interfaces, bandwidths, or routine schemas.

Context: We use Microsoft SharePoint and Microsoft Word.
Network: [describe]
Requirements: [users, apps, security]

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

10-minute exercise: Network specification

Step 1Pick a real example: the next time you determine specific network hardware or software requirements.
Step 2Fill in [Network] 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 3.6/5 · core task · O*NET work activity: Develop specifications for computer network operation..

Develop conceptual, logical, or physical network designs.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 30% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

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

Ready-to-use prompt

I work as a computer network architect. Part of my job is to develop conceptual, logical, or physical network designs.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
System: [network, communications]
Requirements: [users, traffic, reliability]

Draft conceptual and logical designs with capacity calculations. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Network or system model

Step 1Pick a real example: the next time you develop conceptual, logical and physical network designs.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Check the capacity math yourself before ordering hardware.

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

Importance 3.8/5 · core task · O*NET work activity: Develop models of information or communications systems..

Estimate time and materials needed to complete projects.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 48% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

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

Ready-to-use prompt

I work as a computer network architect. Part of my job is to estimate time and materials needed to complete projects.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
Project: [describe]
Inputs: [tasks, rates, materials]

Build an estimate table with assumptions and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Time and cost estimate

Step 1Pick a real example: the next time you estimate time and materials.
Step 2Fill in [Project] and [Inputs] 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 3.4/5 · core task · O*NET work activity: Estimate time or monetary resources needed to complete projects..

Design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.

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 computer network architect. Part of my job is to design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.

Context: We use Microsoft PowerPoint; the work draws on telecommunications, engineering and technology and computers and electronics.
Hardware: [describe]
Users: [describe]

Plan a session and quick guide. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Hardware training

Step 1Pick a real example: the next time you design, organize, and deliver product awareness, skills transfer and product education sessions.
Step 2Fill in [Hardware] and [Users] with the real details, then run the prompt.
Step 3Test the guide with a new user.

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

Importance 3.4/5 · core task · O*NET work activity: Teach others to use computer equipment or hardware..

Research and test new or modified hardware or software products to determine performance and interoperability.

A few times a year

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 58% 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 computer network architect. Part of my job is to research and test new or modified hardware or software products to determine performance and interoperability.

Context: We use Microsoft Azure software and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and computers and electronics.
Hardware: [devices, network gear]
Requirements: [performance targets]

Write a test plan with benchmarks, tools, and pass criteria. Include scripts for automated tests where useful.

10-minute exercise: Hardware test plan

Step 1Pick a real example: the next time you research and test new or modified hardware or software products.
Step 2Fill in [Hardware] 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 3.5/5 · core task · O*NET work activity: Test computer hardware performance.. Also involves: Conduct research to gain information about products or processes..

Explain design specifications to integration or test engineers.

Monthly

AI drafts clear messages and talking points.

📊 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 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 network architect. Part of my job is to explain design specifications to integration or test engineers.

Context: We use Extensible markup language XML.
Project: [describe]
Audience: [staff, customers, engineers]

Draft a summary or presentation outline. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Project communication

Step 1Pick a real example: the next time you explain design specifications.
Step 2Fill in [Project] and [Audience] 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 3.3/5 · core task · O*NET work activity: Communicate project information to others..

Use network computer-aided design (CAD) software packages to optimize network designs.

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 computer network architect. Part of my job is to use network computer-aided design (CAD) software packages to optimize network designs.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
System: [network, communications]
Requirements: [users, traffic, reliability]

Draft conceptual and logical designs with capacity calculations. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Network or system model

Step 1Pick a real example: the next time you use network computer-aided design (CAD) software packages.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Check the capacity math yourself before ordering hardware.

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

Importance 3.1/5 · core task · O*NET work activity: Develop models of information or communications systems..

Prepare or monitor project schedules, budgets, or cost control systems.

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 computer network architect. Part of my job is to prepare or monitor project schedules, budgets, or cost control systems.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
Area: [schedules, cost control, plans]
Data: [paste]

Analyze status and risks. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Financial management

Step 1Pick a real example: the next time you prepare or monitor project schedules, budgets and cost control systems.
Step 2Fill in [Area] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

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

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.1/5 · core task · O*NET work activity: Manage financial activities of the organization.. Also involves: Manage budgets for appropriate resource allocation..

Develop plans or budgets for network equipment replacement.

A few times a year

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 network architect. Part of my job is to develop plans or budgets for network equipment replacement.

Context: We use Tableau and The MathWorks MATLAB; the work draws on telecommunications, engineering and technology and computers and electronics.
Needs: [equipment replacement, operations]
Funds: [describe]

Propose an allocation with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Resource allocation budget

Step 1Pick a real example: the next time you develop plans or budgets.
Step 2Fill in [Needs] and [Funds] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

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

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · core task · O*NET work activity: Manage budgets for appropriate resource allocation..

Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.

A few times a year

AI explains and quizzes you; confirm against official sources.

Show prompt & steps

AI can explain new developments and quiz you. Confirm what you learn against official sources.

Ready-to-use prompt

I work as a computer network architect. Part of my job is to visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
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 visit vendors.
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 2.8/5 · O*NET work activity: Update knowledge about emerging industry or technology trends..

These stay human 5

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

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day · Contact with others: contact with others most of the time · Impact of decisions: important results

Coordinate installation of new equipment.

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 computer network architect. Part of my job is to coordinate installation of new equipment.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Install: [hardware, software]
Team and users: [describe]

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

10-minute exercise: Coordinating an install

Step 1Pick a real example: the next time you coordinate installation of new equipment.
Step 2Fill in [Install] and [Team and users] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.0/5 · core task · O*NET work activity: Coordinate software or hardware installation..

Supervise engineers or other staff in the design or implementation of network solutions.

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 computer network architect. Part of my job is to supervise engineers or other staff in the design or implementation of network solutions.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Team: [project team, support staff]
Issue or goal: [describe]

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: Leading an IT team

Step 1Pick a real example: the next time you supervise engineers or other staff (this week).
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.6/5 · core task · O*NET work activity: Supervise information technology personnel..

Coordinate network or design activities with designers of associated networks.

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 computer network architect. Part of my job is to coordinate network or design activities with designers of associated networks.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
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 coordinate network or design activities.
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 3.1/5 · core task · O*NET work activity: Coordinate project activities with other personnel or departments..

Participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.

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 computer network architect. Part of my job is to participate in network technology upgrade or expansion projects, including installation of hardware and software and integration testing.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Hardware: [wireless, servers, components]
Environment: [describe]

List install, configuration and tests. 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: Hardware install plan

Step 1Pick a real example: the next time you participate in network technology upgrade or expansion projects.
Step 2Fill in [Hardware] and [Environment] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.8/5 · core task · O*NET work activity: Install computer hardware.. Also involves: Modify software programs to improve performance.; Install computer software..

Maintain or coordinate the maintenance of network peripherals, such as printers.

Monthly

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

Show prep prompt & steps

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

Prep prompt

I work as a computer network architect. Part of my job is to maintain or coordinate the maintenance of network peripherals, such as printers.

Context: The work draws on telecommunications, engineering and technology and computers and electronics.
Hardware: [network, servers]
Tasks: [describe]

List maintenance steps. 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: Hardware maintenance

Step 1Pick a real example: the next time you maintain or coordinate the maintenance of network peripherals.
Step 2Fill in [Hardware] and [Tasks] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 2.6/5 · O*NET work activity: Maintain computer hardware..

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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 Learningimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Learning Strategiesimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Negotiationimportance 3.0/5
    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 4.1/5
    Used in: Repairing and Maintaining Electronic Equipment
  • Reading Comprehensionimportance 4.0/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Writingimportance 3.6/5
    Used in: Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
  • Active Listeningimportance 3.8/5
    Used in: Communicating with Supervisors, Peers, or Subordinates

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.

Getting into this job

Bachelor's degree is most common (55% of workers)

  • High school or less 5%
  • Certificate or some college 15%
  • Associate's 15%
  • Bachelor's 60%
  • Graduate degree 5%
  • On-the-job training: 6–12 months
  • Related experience: 4–6 years
  • Professional certification: important (3.5/5)

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.

Adobe After EffectsAJAXAmazon DynamoDBAmazon Elastic Compute Cloud EC2Amazon RedshiftAmazon Web Services AWS CloudFormationAmazon Web Services AWS softwareAnsible softwareApache CassandraApache HadoopApache HiveApache Kafka