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How an electrical / electronics repairer (commercial and industrial equipment) can use AI, task by task

O*NET 49-2094.00: Electrical and Electronics Repairers, Commercial and Industrial Equipment20 tasksJob Zone 3: Medium preparation

Repair, test, adjust, or install electronic equipment, such as industrial controls, transmitters, and antennas.

Type your own title and every prompt on this page updates to match. Also called: Control Technician, E and I Mechanic (Electrical and Instrument Mechanic), E and I Mechanic (Electrical and Instrumentation Mechanic), Electrical and Instrument Technician (E and I Tech), Electrical Maintenance Technician, Electronic Technician, I and C Tech (Instrument and Control Technician), Instrument and Electrical Technician (I and E Tech), Repair Technician, Scale Technician.

Where AI fits in this job

AI-ready 13%AI-assist 47%Stays human 40%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 3 AI-ready, 10 AI-assist and 7 human-led tasks out of 20. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 3

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

Maintain equipment logs that record performance problems, repairs, calibrations, or tests.

Daily

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to maintain equipment logs that record performance problems, repairs, calibrations, or tests.

Context: We use Microsoft Word.
Equipment: [describe]
Work done: [paste notes]

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

10-minute exercise: Maintenance record

Step 1Pick a real example: the next time you maintain equipment logs (today).
Step 2Fill in [Equipment] and [Work done] 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 4.3/5 · core task · O*NET work activity: Maintain repair or maintenance records..

Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used.

Weekly

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

Show prompt & steps

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

Ready-to-use prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used.

Context: We use SAP Maintenance and Microsoft Excel.
Data: [GPS, court info]
System: [describe]

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

10-minute exercise: Code entry

Step 1Pick a real example: the next time you enter information (this week).
Step 2Fill in [Data] and [System] 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 4.0/5 · core task · O*NET work activity: Enter codes or other information into computers..

Sign overhaul documents for equipment replaced or repaired.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to sign overhaul documents for equipment replaced or repaired.

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 sign overhaul documents for equipment.
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 3.8/5 · O*NET work activity: Document operational activities..

AI can help you prep these 10

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

Examine work orders and converse with equipment operators to detect equipment problems and to ascertain whether mechanical or human errors contributed to the problems.

Daily

AI gives you a first-pass summary; you still read the key parts.

Show prompt & steps

AI can pull out the key points and questions to look for. Use it as a first pass, then look closely yourself.

Ready-to-use prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to examine work orders and converse with equipment operators to detect equipment problems and to ascertain whether mechanical or human errors contributed to the problems.

Context: The work draws on mechanical, production and processing and computers and electronics.
Problem description: [paste the work order or complaint]
Equipment: [make, model, age, history]

List the most likely repairs or modifications needed, in order of likelihood, with the checks to confirm each. Note parts to have on hand and safety precautions.

10-minute exercise: Diagnose from the work order

Step 1Pick a real example: the next time you examine work orders (today).
Step 2Paste only the original complaint into [Problem description] and fill in [Equipment].
Step 3Did it reach the repair you actually did? That shows how much to trust it on new orders.

Remove names and private details before pasting, and check your employer's rules on what you can share with AI tools.

Importance 3.9/5 · core task · O*NET work activity: Read work orders or descriptions of problems to determine repairs or modifications needed.. Also involves: Confer with coworkers to resolve equipment problems..

Operate equipment to demonstrate proper use or to analyze malfunctions.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to operate equipment to demonstrate proper use or to analyze malfunctions.

Context: The work draws on mechanical, production and processing and computers and electronics.
Technique or equipment: [describe]
Audience: [describe]

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

10-minute exercise: Demonstrate a technique

Step 1Pick a real example: the next time you operate equipment (this week).
Step 2Fill in [Technique or equipment] and [Audience] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

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

Importance 4.1/5 · core task · O*NET work activity: Demonstrate activity techniques or equipment use.. Also involves: Diagnose equipment malfunctions..

Study blueprints, schematics, manuals, or other specifications to determine installation procedures.

Weekly

AI gives you a first-pass summary; you still read the key parts.

Show prompt & steps

AI can pull out the key points and questions to look for. Use it as a first pass, then look closely yourself.

Ready-to-use prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to study blueprints, schematics, manuals, or other specifications to determine installation procedures.

Context: The work draws on mechanical, production and processing and computers and electronics.
Diagram or spec: [describe or type the schematic, map or blueprint details]
What I need to do: [install, build, operate or locate]

Explain what the diagram shows in plain language, then turn it into steps for my task. List symbols or callouts I should double-check.

10-minute exercise: Interpret a diagram

Step 1Pick a real example: the next time you study blueprints, schematics and manuals (this week).
Step 2Type its key details into [Diagram or spec] and the job into [What I need to do].
Step 3Trace each step back to the diagram yourself before using it on the job.

Remove names and private details before pasting, and check your employer's rules on what you can share with AI tools.

Importance 3.9/5 · core task · O*NET work activity: Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities..

Coordinate efforts with other workers involved in installing or maintaining equipment or components.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to coordinate efforts with other workers involved in installing or maintaining equipment or components.

Job: [describe]
Who: [other workers]

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

10-minute exercise: Coordinate installation or repair

Step 1Pick a real example: the next time you coordinate efforts (this week).
Step 2Fill in [Job] 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 3.8/5 · core task · O*NET work activity: Communicate with coworkers to coordinate installations or repairs..

Maintain inventory of spare parts.

Weekly

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to maintain inventory of spare parts.

Context: We use SAP Maintenance and Microsoft Excel.
Materials: [parts, supplies]
Data: [paste counts]

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

10-minute exercise: Materials inventory

Step 1Pick a real example: the next time you maintain inventory of spare parts (this week).
Step 2Fill in [Materials] 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 3.9/5 · core task · O*NET work activity: Maintain inventories of materials, equipment, or products..

Develop or modify industrial electronic devices, circuits, or equipment, according to available specifications.

Weekly

AI generates options and references; taste and the final call are yours.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to develop or modify industrial electronic devices, circuits, or equipment, according to available specifications.

Context: We use Autodesk AutoCAD and Programmable logic controller PLC software; the work draws on mechanical, production and processing and computers and electronics.
Job: [blast, layout]
Conditions: [rock, constraints]

Generate pattern options to review. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Drill or equipment pattern

Step 1Pick a real example: the next time you develop or modify industrial electronic devices, circuits and equipment (this week).
Step 2Fill in [Job] and [Conditions] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

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

Importance 3.8/5 · core task · O*NET work activity: Develop equipment or component configurations..

Consult with customers, supervisors, or engineers to plan layout of equipment or to resolve problems in system operation or maintenance.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to consult with customers, supervisors, or engineers to plan layout of equipment or to resolve problems in system operation or maintenance.

Context: We use Computerized maintenance management system CMMS and Maintenance management software.
Equipment: [describe]
Who: [coworkers, base]

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

10-minute exercise: Equipment problem coordination

Step 1Pick a real example: the next time you consult with customers, supervisors and engineers. Leave out names and identifying details.
Step 2Fill in [Equipment] 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 3.9/5 · core task · O*NET work activity: Confer with coworkers to resolve equipment problems.. Also involves: Confer with customers or users to assess problems..

Advise management regarding customer satisfaction, product performance, or suggestions for product improvements.

Weekly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to advise management regarding customer satisfaction, product performance, or suggestions for product improvements.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [describe]
Issue: [describe]

Write recommendations to management or designers. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Design or repair advice

Step 1Pick a real example: the next time you advise management regarding customer satisfaction, product performance and suggestions (this week). Leave out names and identifying details.
Step 2Fill in [Equipment] and [Issue] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

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

Importance 3.4/5 · core task · O*NET work activity: Advise others on issues related to repairs, installation, or equipment design..

Determine feasibility of using standardized equipment or develop specifications for equipment required to perform additional functions.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to determine feasibility of using standardized equipment or develop specifications for equipment required to perform additional functions.

Context: We use Computerized maintenance management system CMMS and Maintenance management software; the work draws on mechanical, production and processing and computers and electronics.
Job: [remote sensing, cabling, install]
Requirements: [specs]

List equipment, tools and materials 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: Equipment and materials list

Step 1Pick a real example: the next time you determine feasibility.
Step 2Fill in [Job] and [Requirements] 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 3.5/5 · core task · O*NET work activity: Determine types of equipment, tools, or materials needed for jobs..

Send defective units to the manufacturer or to a specialized repair shop for repair.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to send defective units to the manufacturer or to a specialized repair shop for repair.

Context: We use SAP Maintenance and Microsoft Excel.
What to send: [notices, submissions]
Recipients: [describe]

Draft notices and a send checklist. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Sending notices or materials

Step 1Pick a real example: the next time you send defective units.
Step 2Fill in [What to send] and [Recipients] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

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

Importance 3.4/5 · core task · O*NET work activity: Send information, materials or documentation..

These stay human 7

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 · Using hands on tools and objects: more than half the time · Around hazardous equipment: once a week or more but not every day

Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems.

Daily

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment or circuit: [describe]
Testers: [meter, megger]

List tests, expected readings and safety steps. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Electrical testing routine

Step 1Pick a real example: the next time you test faulty equipment (today).
Step 2Fill in [Equipment or circuit] and [Testers] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.3/5 · core task · O*NET work activity: Test electrical equipment or systems to ensure proper functioning..

Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [describe]
Symptoms: [what's wrong]

List inspection and test steps, safely ordered, with meter readings to expect. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Electrical fault inspection

Step 1Pick a real example: the next time you inspect components of industrial equipment (this week).
Step 2Fill in [Equipment] and [Symptoms] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.2/5 · core task · O*NET work activity: Inspect equipment to locate or identify electrical problems..

Repair or adjust equipment, machines, or defective components, replacing worn parts, such as gaskets or seals in watertight electrical equipment.

Weekly

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to repair or adjust equipment, machines, or defective components, replacing worn parts, such as gaskets or seals in watertight electrical equipment.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [describe]
Part: [describe]

List diagnosis, removal, replacement and test 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: Part replacement job

Step 1Pick a real example: the next time you repair or adjust equipment, machines and defective components (this week).
Step 2Fill in [Equipment] and [Part] with the real details, then run the prompt.
Step 3Test the equipment fully before returning it. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

Importance 4.0/5 · core task · O*NET work activity: Replace worn, damaged, or defective mechanical parts.. Also involves: Adjust equipment to ensure optimal performance.; Repair worn, damaged, or defective mechanical parts..

Perform scheduled preventive maintenance tasks, such as checking, cleaning, or repairing equipment, to detect and prevent problems.

Weekly

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to perform scheduled preventive maintenance tasks, such as checking, cleaning, or repairing equipment, to detect and prevent problems.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [describe]
Issues: [describe]

List maintenance and tagging 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: Equipment maintenance and tagging

Step 1Pick a real example: the next time you perform scheduled preventive maintenance tasks (this week).
Step 2Fill in [Equipment] and [Issues] 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 4.0/5 · core task · O*NET work activity: Maintain work equipment or machinery..

Set up and test industrial equipment to ensure that it functions properly.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to set up and test industrial equipment to ensure that it functions properly.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [describe]
Checks: [speed, temperature, operation]

List tests and limits. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Mechanical function test

Step 1Pick a real example: the next time you set up and test industrial equipment (this week).
Step 2Fill in [Equipment] and [Checks] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.2/5 · core task · O*NET work activity: Test mechanical equipment to ensure proper functioning..

Calibrate testing instruments and installed or repaired equipment to prescribed specifications.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to calibrate testing instruments and installed or repaired equipment to prescribed specifications.

Context: The work draws on mechanical, production and processing and computers and electronics.
Equipment: [drone, lights, instrument]
Specs: [settings, plan]

List calibration 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: Calibrate to spec

Step 1Pick a real example: the next time you calibrate testing instruments and installed or repaired equipment.
Step 2Fill in [Equipment] and [Specs] 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 4.0/5 · core task · O*NET work activity: Calibrate equipment to specifications..

Install repaired equipment in various settings, such as industrial or military establishments.

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 an electrical / electronics repairer (commercial and industrial equipment). Part of my job is to install repaired equipment in various settings, such as industrial or military establishments.

Context: The work draws on mechanical, production and processing and computers and electronics.
Install: [circuits, fixtures, breakers, transformers]
Specs: [loads, wire sizes, code]

List materials, sequence, connections, labelling and tests before energizing. 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: Electrical install plan

Step 1Pick a real example: the next time you install repaired equipment.
Step 2Fill in [Install] and [Specs] with the real details, then run the prompt.
Step 3Check wire sizes and protection against the current code, and test before energizing.

Importance 4.1/5 · core task · O*NET work activity: Install electrical components, equipment, or systems..

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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.

  • Operations Monitoringimportance 3.9/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Troubleshootingimportance 3.8/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Quality Control Analysisimportance 3.8/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Repairingimportance 3.9/5
    Used in: Repairing and Maintaining Mechanical 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.

  • Critical Thinkingimportance 3.8/5
    Used in: Getting Information
  • Reading Comprehensionimportance 3.1/5
    Used in: Getting Information
  • Active Listeningimportance 3.1/5
    Used in: Getting Information
  • Writingimportance 3.0/5
    Used in: Documenting/Recording Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Associate's degree is most common (46% of workers)

  • High school or less 22%
  • Certificate or some college 32%
  • Associate's 46%
  • On-the-job training: 1–2 years
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Autodesk AutoCADMicrosoft ExcelMicrosoft Office softwareMicrosoft WindowsMicrosoft Word