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How a robotics technician can use AI, task by task

O*NET 17-3024.01: Robotics TechniciansMedian pay $73,900/year (BLS, May 2025)22 tasksJob Zone 3: Medium preparation

Build, install, test, or maintain robotic equipment or related automated production systems.

Type your own title and every prompt on this page updates to match. Also called: Automation Technician, Electrical and Instrumentation Technician (E and I Technician), Instrument and Automation Technician, Instrument Specialist, Instrument Technician, Instrumentation and Controls Technician, Instrumentation and Process Controls Technician, Process Control Technician, Programmable Logic Controllers Technician.

Where AI fits in this job

AI-ready 12%AI-assist 38%Stays human 51%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 2 AI-ready, 10 AI-assist and 10 human-led tasks out of 22. This measures where AI can help, not whether the job will disappear.

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

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

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.Troubleshoot · Weekly
  2. Maintain service records of robotic equipment or automated production systems.Write it up · Weekly
  3. Modify computer-controlled robot movements.Build with code · Monthly

💪 Lean into these

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

  1. Align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes.Hands-on work · Weekly
  2. Install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors.Hands-on work · Weekly
  3. Perform preventive or corrective maintenance on robotic systems or components.Hands-on work · Weekly

Skills to build & where you could move ↓

AI can draft these 2

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

Maintain service records of robotic equipment or automated production systems.

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 robotics technician. Part of my job is to maintain service records of robotic equipment or automated production systems.

Context: We use Microsoft Word.
Records: [geodetic, performance]
Needs: [describe]

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

10-minute exercise: Records system upkeep

Step 1Pick a real example: the next time you maintain service records of robotic equipment or automated production (this week).
Step 2Fill in [Records] and [Needs] 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 4.2/5 · core task · O*NET work activity: Maintain operational records or records systems..

Document robotics test procedures and results.

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 robotics technician. Part of my job is to document robotics test procedures and results.

Context: We use Microsoft Word.
Test or study: [design test, engineering analysis]
Results: [paste data, observations]

Draft a findings report: purpose, method, results, conclusions, recommendations. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Test findings report

Step 1Pick a real example: the next time you document robotics test procedures and results.
Step 2Fill in [Test or study] and [Results] with the real details, then run the prompt.
Step 3Check every figure and conclusion against the data.

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

Importance 3.5/5 · core task · O*NET work activity: Document design or operational test results.. Also involves: Prepare procedural documents..

AI can help you prep these 10

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

Troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.

Weekly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a robotics technician. Part of my job is to troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.

Context: We use Programmable logic controller PLC software and Supervisory control and data acquisition SCADA software; the work draws on engineering and technology, mechanical and design.
Problem: [process upset, failure, fire]
Evidence: [readings, observations, timeline]

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

10-minute exercise: Find the cause

Step 1Pick a real example: the next time you troubleshoot robotic systems (this week).
Step 2Fill in [Problem] and [Evidence] with the real details, then run the prompt.
Step 3Did it reach your cause? Use that to judge it next time.

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

Importance 4.2/5 · core task · O*NET work activity: Determine causes of operational problems or failures..

Modify computer-controlled robot movements.

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 robotics technician. Part of my job is to modify computer-controlled robot movements.

Context: We use C and Ada; the work draws on engineering and technology, mechanical and design.
Robot and task: [model, task]
Constraints: [safety, cycle time]

Write program logic and a test plan. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Robot program

Step 1Pick a real example: the next time you modify computer-controlled robot movements.
Step 2Fill in [Robot and task] and [Constraints] with the real details, then run the prompt.
Step 3Test in simulation or reduced speed first.

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

Importance 4.1/5 · core task · O*NET work activity: Program robotic equipment..

Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

Monthly

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 robotics technician. Part of my job is to evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

Context: We use The MathWorks MATLAB and MathWorks Simulink; the work draws on engineering and technology, mechanical and design.
System: [servers, medical device, equipment]
Criteria: [safety, efficiency, security]

Make an evaluation plan and scoring table. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Equipment or system evaluation

Step 1Pick a real example: the next time you evaluate the efficiency and reliability of industrial robotic systems.
Step 2Fill in [System] and [Criteria] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

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

Importance 3.8/5 · core task · O*NET work activity: Evaluate characteristics of equipment or systems.. Also involves: Calibrate scientific or technical equipment.; Program robotic equipment..

Assist engineers in the design, configuration, or application of robotic systems.

Monthly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a robotics technician. Part of my job is to assist engineers in the design, configuration, or application of robotic systems.

Context: We use Autodesk AutoCAD and Dassault Systemes SolidWorks; the work draws on engineering and technology, mechanical and design.
System: [aerospace, marine, machinery]
Requirements: [performance, space, weight]

Generate design concepts and trade-off table. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Electromechanical design concepts

Step 1Pick a real example: the next time you assist engineers.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Review concepts with your design team against requirements.

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

Importance 3.5/5 · core task · O*NET work activity: Design electromechanical equipment or systems..

Develop robotic path motions to maximize efficiency, safety, and quality.

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 robotics technician. Part of my job is to develop robotic path motions to maximize efficiency, safety, and quality.

Context: We use C and Ada; the work draws on engineering and technology, mechanical and design.
Robot and task: [model, task]
Constraints: [safety, cycle time]

Write program logic and a test plan. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Robot program

Step 1Pick a real example: the next time you develop robotic path motions.
Step 2Fill in [Robot and task] and [Constraints] with the real details, then run the prompt.
Step 3Test in simulation or reduced speed first. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

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

Importance 3.8/5 · O*NET work activity: Program robotic equipment..

Train customers or other personnel to install, use, or maintain robots.

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 robotics technician. Part of my job is to train customers or other personnel to install, use, or maintain robots.

Context: We use Microsoft PowerPoint; the work draws on engineering and technology, mechanical and design.
Procedure: [describe]
Trainees: [describe]

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

10-minute exercise: Procedure training

Step 1Pick a real example: the next time you train customers or other personnel. Leave out names and identifying details.
Step 2Fill in [Procedure] and [Trainees] 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 3.6/5 · core task · O*NET work activity: Train personnel on proper operational procedures..

Maintain inventories of robotic production supplies, such as sensors or cables.

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 robotics technician. Part of my job is to maintain inventories of robotic production supplies, such as sensors or cables.

Context: We use SAP software and Structured query language SQL.
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 inventories of robotic production supplies.
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 3.2/5 · O*NET work activity: Maintain inventories of materials, equipment, or products..

Program complex robotic systems, such as vision systems.

A few times a year

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 robotics technician. Part of my job is to program complex robotic systems, such as vision systems.

Context: We use C and Ada; the work draws on engineering and technology, mechanical and design.
Robot and task: [model, task]
Constraints: [safety, cycle time]

Write program logic and a test plan. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Robot program

Step 1Pick a real example: the next time you program complex robotic systems.
Step 2Fill in [Robot and task] and [Constraints] with the real details, then run the prompt.
Step 3Test in simulation or reduced speed first.

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

Importance 3.8/5 · O*NET work activity: Program robotic equipment..

Train robots, using artificial intelligence software or interactive training techniques, to perform simple or complex tasks, such as designing and carrying out a series of iterative tests of chemical samples.

A few times a year

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 robotics technician. Part of my job is to train robots, using artificial intelligence software or interactive training techniques, to perform simple or complex tasks, such as designing and carrying out a series of iterative tests of chemical samples.

Context: We use C and Ada; the work draws on engineering and technology, mechanical and design.
Robot and task: [model, task]
Constraints: [safety, cycle time]

Write program logic and a test plan. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Robot program

Step 1Pick a real example: the next time you train robots.
Step 2Fill in [Robot and task] and [Constraints] with the real details, then run the prompt.
Step 3Test in simulation or reduced speed first. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

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

Importance 3.3/5 · O*NET work activity: Program robotic equipment..

Develop three-dimensional simulations of automation systems.

A few times a year

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

Show prompt & steps

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

Ready-to-use prompt

I work as a robotics technician. Part of my job is to develop three-dimensional simulations of automation systems.

Context: We use Autodesk AutoCAD and Dassault Systemes SolidWorks; the work draws on engineering and technology, mechanical and design.
Facility: [plant, line]
Goals: [flow, efficiency]

Suggest layout options with flow analysis. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Workspace layout

Step 1Pick a real example: the next time you develop three-dimensional simulations of automation systems.
Step 2Fill in [Facility] and [Goals] 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 3.0/5 · O*NET work activity: Create graphical representations of industrial production systems..

These stay human 10

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 · Responsible for others' health and safety: high responsibility · Consequence of an error: very serious · Contact with others: contact with others most of the time

Align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes.

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 a robotics technician. Part of my job is to align, fit, or assemble components, using hand tools, power tools, fixtures, templates, or microscopes.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [describe]
Parts and drawings: [list]

List assembly sequence 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: Equipment assembly

Step 1Pick a real example: the next time you align, fit, or assemble components (this week).
Step 2Fill in [Equipment] and [Parts and drawings] 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: Assemble equipment or components..

Install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors.

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 a robotics technician. Part of my job is to install, program, or repair programmable controllers, robot controllers, end-of-arm tools, or conveyors.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [robot, controller]
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: Electromechanical maintenance

Step 1Pick a real example: the next time you install, program, or repair programmable controllers, robot controllers and end-of-arm tools (this week).
Step 2Fill in [Equipment] 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 4.2/5 · core task · O*NET work activity: Maintain electromechanical equipment.. Also involves: Program robotic equipment..

Perform preventive or corrective maintenance on robotic systems or components.

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 a robotics technician. Part of my job is to perform preventive or corrective maintenance on robotic systems or components.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [robot, controller]
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: Electromechanical maintenance

Step 1Pick a real example: the next time you perform preventive or corrective maintenance (this week).
Step 2Fill in [Equipment] 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 4.1/5 · core task · O*NET work activity: Maintain electromechanical equipment..

Make repairs to robots or peripheral equipment, such as replacement of defective circuit boards, sensors, controllers, encoders, or servomotors.

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 robotics technician. Part of my job is to make repairs to robots or peripheral equipment, such as replacement of defective circuit boards, sensors, controllers, encoders, or servomotors.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [robot, telephone, device]
Fault: [describe]

List diagnosis and replacement 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: Electronic repair

Step 1Pick a real example: the next time you make repairs.
Step 2Fill in [Equipment] and [Fault] 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 4.2/5 · core task · O*NET work activity: Repair electronic equipment.. Also involves: Assemble equipment or components.; Maintain electromechanical equipment..

Attach wires between controllers.

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 robotics technician. Part of my job is to attach wires between controllers.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [describe]
Parts and drawings: [list]

List assembly sequence 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: Equipment assembly

Step 1Pick a real example: the next time you attach wires.
Step 2Fill in [Equipment] and [Parts and drawings] 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: Assemble equipment or components..

Test performance of robotic assemblies, using instruments such as oscilloscopes, electronic voltmeters, or bridges.

Monthly

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 a robotics technician. Part of my job is to test performance of robotic assemblies, using instruments such as oscilloscopes, electronic voltmeters, or bridges.

Context: The work draws on engineering and technology, mechanical and design.
System: [describe]
Requirements: [performance targets]

Draft a test plan with conditions, measurements and pass criteria. 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: Performance test plan

Step 1Pick a real example: the next time you test performance of robotic assemblies.
Step 2Fill in [System] and [Requirements] 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 3.8/5 · core task · O*NET work activity: Test performance of electrical, electronic, mechanical, or integrated systems or equipment..

Build or assemble robotic devices or systems.

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 robotics technician. Part of my job is to build or assemble robotic devices or systems.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [describe]
Parts and drawings: [list]

List assembly sequence 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: Equipment assembly

Step 1Pick a real example: the next time you build or assemble robotic devices or systems.
Step 2Fill in [Equipment] and [Parts and drawings] 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 3.6/5 · core task · O*NET work activity: Assemble equipment or components..

Inspect installation sites.

Monthly

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 a robotics technician. Part of my job is to inspect installation sites.

Context: The work draws on engineering and technology, mechanical and design.
Project: [building, site]
Plans and specs: [key requirements]

Make a site observation checklist by trade or area and a field report template. 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: Site observation checklist

Step 1Pick a real example: the next time you inspect installation sites.
Step 2Fill in [Project] and [Plans and specs] with the real details, then run the prompt.
Step 3Write the field report with the template.

Importance 3.2/5 · O*NET work activity: Inspect facilities or sites to determine if they meet specifications or standards..

Fabricate housings, jigs, fittings, or fixtures, using metalworking machines.

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 robotics technician. Part of my job is to fabricate housings, jigs, fittings, or fixtures, using metalworking machines.

Context: The work draws on engineering and technology, mechanical and design.
Part: [housing, jig, fixture]
Machines: [mill, lathe]

List operations, tooling and checks. 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: Machined part plan

Step 1Pick a real example: the next time you fabricate housings, jigs and fittings.
Step 2Fill in [Part] and [Machines] with the real details, then run the prompt.
Step 3Run a first part and measure it before the batch.

Importance 3.5/5 · O*NET work activity: Fabricate products or components using machine tools..

Install new robotic systems in stationary positions or on tracks.

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 robotics technician. Part of my job is to install new robotic systems in stationary positions or on tracks.

Context: The work draws on engineering and technology, mechanical and design.
Equipment: [machine, test rig]
Site: [floor, utilities]

List install, leveling, connection and commissioning 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: Production equipment install

Step 1Pick a real example: the next time you install new robotic systems.
Step 2Fill in [Equipment] and [Site] 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 3.3/5 · core task · O*NET work activity: Install production 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.

  • Troubleshootingimportance 4.0/5
    Used in: Repairing and Maintaining Electronic Equipment
  • Critical Thinkingimportance 3.9/5
    Used in: Repairing and Maintaining Electronic Equipment
  • Operations Monitoringimportance 3.8/5
    Used in: Repairing and Maintaining Electronic Equipment
  • Quality Control Analysisimportance 3.6/5
    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
  • Complex Problem Solvingimportance 3.8/5
    Used in: Working with Computers
  • Writingimportance 3.2/5
    Used in: Documenting/Recording Information
  • Systems Analysisimportance 3.1/5
    Used in: Working with Computers

Where you could move

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

Getting into this job

Associate's degree is most common (45% of workers)

  • High school or less 9%
  • Certificate or some college 23%
  • Associate's 45%
  • Bachelor's 23%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 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 AutoCADBentley MicroStationCC#C++Dassault Systemes SolidWorksGitJavaScriptLinuxMicrosoft ExcelMicrosoft Office softwareMicrosoft Outlook

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