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How a telecommunications engineering specialist can use AI, task by task

O*NET 15-1241.01: Telecommunications Engineering SpecialistsMedian pay $134,050/year (BLS, May 2025)26 tasksJob Zone 3: Medium preparation

Design or configure wired, wireless, and satellite communications systems for voice, video, and data services. Supervise installation, service, and maintenance.

Type your own title and every prompt on this page updates to match. Also called: Communications Engineer, Communications Infrastructure Engineer, Communications Systems Technician (Communications Systems Tech), Engineer, Infrastructure Engineer, Network Engineer, Signal Operations Support Specialist (Signal Ops Support Specialist), Telecommunication Design Engineer (Telecom Design Engineer), Telecommunications Consultant (Telecom Consultant), Telecommunications Engineer (Telecom Engineer).

Where AI fits in this job

AI-ready 30%AI-assist 53%Stays human 17%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 8 AI-ready, 14 AI-assist and 4 human-led tasks out of 26. 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).

🔒 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.

Document technical specifications and operating standards for telecommunications equipment.

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 telecommunications engineering specialist. Part of my job is to document technical specifications and operating standards for telecommunications equipment.

Context: We use Microsoft Word.
System: [equipment, software, content system]
Requirements: [functions, standards, interfaces]

Draft a specification with numbered, testable requirements. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Technical specification document

Step 1Pick a real example: the next time you document technical specifications and operating standards (this week).
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Make sure every requirement can actually be tested.

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

Importance 4.5/5 · core task · O*NET work activity: Document technical specifications or requirements..

Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.

Weekly

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 telecommunications engineering specialist. Part of my job is to keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.

Context: The work draws on telecommunications, engineering and technology 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 keep abreast of changes in industry practices (this week).
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 4.2/5 · core task · O*NET work activity: Update knowledge about emerging industry or technology trends..

Communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.

Monthly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a telecommunications engineering specialist. Part of my job is to communicate with telecommunications vendors to obtain pricing and technical specifications for available hardware, software, or services.

Context: The work draws on telecommunications, engineering and technology 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 communicate with telecommunications vendors.
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 3.9/5 · core task · O*NET work activity: Conduct research to gain information about products or processes..

Document procedures for hardware and software installation and use.

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 telecommunications engineering specialist. Part of my job is to document procedures for hardware and software installation and use.

Context: We use Microsoft Word.
Procedure: [security, installation]
Notes: [paste]

Draft a clear documented procedure. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Procedure documentation

Step 1Pick a real example: the next time you document procedures for hardware and software installation and use.
Step 2Fill in [Procedure] and [Notes] 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 · core task · O*NET work activity: Document operational procedures..

Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.

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 87% 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 telecommunications engineering specialist. Part of my job is to document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.

Context: We use Microsoft Word.
Activity: [help desk, transactions]
Notes: [paste]

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

10-minute exercise: Activity log

Step 1Pick a real example: the next time you document user support activity (this week).
Step 2Fill in [Activity] and [Notes] 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: Document operational activities..

Prepare system activity and performance reports.

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 telecommunications engineering specialist. Part of my job is to prepare system activity and performance reports.

Context: We use 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 prepare system activity and performance reports.
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 3.3/5 · core task · O*NET work activity: Document network-related activities or tasks..

Develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.

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 telecommunications engineering specialist. Part of my job is to develop, maintain, or implement telecommunications disaster recovery plans to ensure business continuity.

Context: We use Microsoft Project and Microsoft Teams; the work draws on telecommunications, engineering and technology and design.
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, maintain, or implement telecommunications 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 4.1/5 · core task · O*NET work activity: Maintain contingency plans for disaster recovery..

Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.

Monthly

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 telecommunications engineering specialist. Part of my job is to prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.

Context: We use Structured query language SQL and Microsoft SQL Server.
Equipment: [telecom, IT]
Data: [paste]

Organize inventory and requisitions. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Equipment inventory

Step 1Pick a real example: the next time you prepare purchase requisitions.
Step 2Fill in [Equipment] and [Data] 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 3.0/5 · core task · O*NET work activity: Maintain the inventory of equipment..

AI can help you prep these 14

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

Use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.

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 telecommunications engineering specialist. Part of my job is to use computer-aided design (CAD) software to prepare or evaluate network diagrams, floor plans, or site configurations for existing facilities, renovations, or new systems.

Context: We use Microsoft Excel and Autodesk AutoCAD; the work draws on telecommunications, engineering and technology and design.
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 computer-aided design (CAD) software (this week).
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 4.1/5 · core task · O*NET work activity: Develop models of information or communications systems..

Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.

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 89% 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 telecommunications engineering specialist. Part of my job is to provide user support by diagnosing network and device problems and implementing technical or procedural solutions.

Context: We use Firewall software and Wireshark; the work draws on telecommunications, engineering and technology and design.
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 provide user support (this week).
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.

Importance 4.3/5 · core task · O*NET work activity: Provide technical support for computer network issues.. Also involves: Troubleshoot issues with computer applications or systems..

Estimate costs for system or component implementation and operation.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 36% 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 telecommunications engineering specialist. Part of my job is to estimate costs for system or component implementation and operation.

Context: We use Microsoft Excel and Python; the work draws on telecommunications, engineering and technology and design.
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 costs (this week).
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. 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 4.1/5 · core task · O*NET work activity: Estimate time or monetary resources needed to complete projects..

Review and evaluate requests from engineers, managers, and technicians for system modifications.

Weekly

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 telecommunications engineering specialist. Part of my job is to review and evaluate requests from engineers, managers, and technicians for system modifications.

Context: The work draws on telecommunications, engineering and technology and design.
Technology or method: [describe]
Our needs: [requirements]

Compare it with our current approach on accuracy, cost, time and risk, and propose a small trial.

10-minute exercise: Evaluate a new method or technology

Step 1Pick a real example: the next time you review and evaluate requests (this week).
Step 2Fill in [Technology or method] and [Our needs] with the real details, then run the prompt.
Step 3Run the trial it proposes if feasible.

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

Importance 4.0/5 · core task · O*NET work activity: Evaluate new technologies or methods..

Consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.

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 telecommunications engineering specialist. Part of my job is to consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.

Context: We use IBM Notes and Microsoft Exchange.
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 consult with users, administrators and engineers.
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 3.7/5 · core task · O*NET work activity: Collaborate with others to determine design specifications or details..

Instruct in use of voice, video, and data communications systems.

Weekly

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 telecommunications engineering specialist. Part of my job is to instruct in use of voice, video, and data communications systems.

Context: We use Microsoft PowerPoint and IBM Domino; the work draws on telecommunications, engineering and technology and design.
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 instruct in use of voice, video and data communications systems (this week).
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 3.8/5 · core task · O*NET work activity: Teach others to use computer equipment or hardware..

Inspect sites to determine physical configuration, such as device locations and conduit pathways.

Monthly

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 telecommunications engineering specialist. Part of my job is to inspect sites to determine physical configuration, such as device locations and conduit pathways.

Context: We use Microsoft Project and Microsoft Teams; the work draws on telecommunications, engineering and technology 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 inspect sites.
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 3.9/5 · core task · O*NET work activity: Identify information technology project resource requirements..

Monitor and analyze system performance, such as network traffic, security, and capacity.

Weekly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 73% 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 telecommunications engineering specialist. Part of my job is to monitor and analyze system performance, such as network traffic, security, and capacity.

Context: We use Microsoft Excel and Firewall software; the work draws on telecommunications, engineering and technology 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 monitor and analyze system performance (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 3.8/5 · O*NET work activity: Analyze security of systems, network, or data.. Also involves: Monitor the performance of computer networks..

Assess existing facilities' needs for new or modified telecommunications systems.

Monthly

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a telecommunications engineering specialist. Part of my job is to assess existing facilities' needs for new or modified telecommunications systems.

Context: The work draws on telecommunications, engineering and technology and design.
Project: [system, facility]
Needs: [data]

Derive specifications and gaps. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Requirements analysis

Step 1Pick a real example: the next time you assess existing facilities' needs.
Step 2Fill in [Project] and [Needs] 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 3.7/5 · core task · O*NET work activity: Analyze project data to determine specifications or requirements..

Manage user access to systems and equipment through account management and password administration.

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 89% 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 telecommunications engineering specialist. Part of my job is to manage user access to systems and equipment through account management and password administration.

Context: We use Apache Kafka and Microsoft PowerShell; the work draws on telecommunications, engineering and technology 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 manage user access (this week). Leave out names and identifying details.
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.

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

Importance 3.7/5 · O*NET work activity: Implement security measures for computer or information systems..

Implement or perform preventive maintenance, backup, or recovery procedures.

Monthly

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 97% 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 telecommunications engineering specialist. Part of my job is to implement or perform preventive maintenance, backup, or recovery procedures.

Context: We use Apache Kafka and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and design.
Systems and data: [describe]
Requirements: [frequency, retention]

Design a backup and restore procedure with scripts. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Backup plan

Step 1Pick a real example: the next time you implement or perform preventive maintenance, backup and recovery procedures.
Step 2Fill in [Systems and data] and [Requirements] with the real details, then run the prompt.
Step 3Do a test restore. A backup you haven't restored isn't a backup.

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

Importance 4.0/5 · core task · O*NET work activity: Create electronic data backup to prevent loss of information.. Also involves: Implement security measures for computer or information systems..

Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing 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 telecommunications engineering specialist. Part of my job is to test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.

Context: We use Apache Kafka and Microsoft PowerShell; the work draws on telecommunications, engineering and technology and design.
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 test and evaluate hardware and software.
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 3.7/5 · core task · O*NET work activity: Test computer hardware performance.. Also involves: Evaluate project designs to determine adequacy or feasibility..

Implement controls to provide security for operating systems, software, and data.

Monthly

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 80% 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 telecommunications engineering specialist. Part of my job is to implement controls to provide security for operating systems, software, and data.

Context: We use Apache Kafka and Microsoft PowerShell; the work draws on telecommunications, engineering and technology 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 controls.
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 4.1/5 · O*NET work activity: Implement security measures for computer or information systems..

Order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks.

Monthly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a telecommunications engineering specialist. Part of my job is to order or maintain inventory of telecommunications equipment for customer premises equipment (CPE), facilities, access networks, or backbone networks.

Context: We use Structured query language SQL and Microsoft SQL Server.
Equipment: [telecom, IT]
Data: [paste]

Organize inventory and requisitions. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Equipment inventory

Step 1Pick a real example: the next time you order or maintain inventory of telecommunications equipment. Leave out names and identifying details.
Step 2Fill in [Equipment] and [Data] 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 3.5/5 · core task · O*NET work activity: Maintain the inventory of equipment..

These stay human 4

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

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: contact with others most of the time · Impact of decisions: important results · Physical closeness to others: moderately close (at arm's length)

Work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.

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 telecommunications engineering specialist. Part of my job is to work with personnel and facilities management staff to install, remove, or relocate user connectivity equipment and devices.

Context: The work draws on telecommunications, engineering and technology and design.
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 install, remove or relocate user connectivity equipment. Leave out names and identifying details.
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 3.7/5 · core task · O*NET work activity: Install computer hardware.. Also involves: Coordinate project activities with other personnel or departments..

Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.

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 telecommunications engineering specialist. Part of my job is to install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.

Context: The work draws on telecommunications, engineering and technology and design.
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 install, or coordinate installation of, new or modified hardware and software.
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 4.1/5 · core task · O*NET work activity: Coordinate software or hardware installation.. Also involves: Install computer software.; Install computer hardware..

Implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.

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 telecommunications engineering specialist. Part of my job is to implement system renovation projects in collaboration with technical staff, engineering consultants, installers, and vendors.

Context: The work draws on telecommunications, engineering and technology 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 implement system renovation projects.
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 4.2/5 · core task · O*NET work activity: Coordinate project activities with other personnel or departments..

Supervise maintenance of telecommunications equipment.

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 telecommunications engineering specialist. Part of my job is to supervise maintenance of telecommunications equipment.

Context: The work draws on telecommunications, engineering and technology and design.
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 supervise maintenance of telecommunications equipment.
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 3.9/5 · core task · 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.

  • Time Managementimportance 3.2/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Persuasionimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Negotiationimportance 2.8/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Operations Monitoringimportance 3.0/5
    Used in: Repairing and Maintaining Electronic Equipment

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.

  • Reading Comprehensionimportance 3.9/5
    Used in: Working with Computers
  • Critical Thinkingimportance 3.9/5
    Used in: Working with Computers
  • Writingimportance 3.4/5
    Used in: Documenting/Recording Information
  • Active Listeningimportance 3.6/5
    Used in: Updating and Using Relevant Knowledge

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

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Software in this job

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