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How a traffic technician can use AI, task by task

O*NET 53-6041.00: Traffic Technicians22 tasksJob Zone 3: Medium preparation

Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer.

Type your own title and every prompt on this page updates to match. Also called: Field Traffic Investigator, Traffic Control Technician (Traffic Control Tech), Traffic Field Investigator, Traffic Investigator, Traffic Monitor Specialist, Traffic Signal Technician (TST), Traffic Survey Technician (Traffic Survey Tech), Traffic Systems Technician (Traffic Systems Tech), Transportation Planning Technician (Transportation Planning Tech), Transportation Technician (Transportation Tech).

Where AI fits in this job

AI-ready 43%AI-assist 35%Stays human 23%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 8 AI-ready, 7 AI-assist and 7 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. Prepare work orders for repair, maintenance, or changes in traffic systems.Plan & schedule · Monthly
  2. Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.Answer questions · Monthly
  3. Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness.Crunch the numbers · Monthly

💪 Lean into these

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

  1. Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment.Watch & inspect · A few times a year
  2. Provide technical supervision regarding traffic control devices to other traffic technicians or laborers.Lead people · Weekly
  3. Lay out pavement markings for striping crews.Hands-on work · Monthly

Skills to build & where you could move ↓

AI can draft these 8

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

Prepare work orders for repair, maintenance, or changes in traffic systems.

Monthly

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 traffic technician. Part of my job is to prepare work orders for repair, maintenance, or changes in traffic systems.

Context: We use Microsoft Excel and Traffic control software; the work draws on transportation, building and construction and public safety and security.
Equipment or fleet: [list, hours or mileage]
Requirements: [manufacturer intervals]

Draft a preventive maintenance schedule and a tracking sheet. 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: Maintenance schedule

Step 1Pick a real example: the next time you prepare work orders.
Step 2Fill in [Equipment or fleet] 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 3.9/5 · core task · O*NET work activity: Arrange maintenance activities..

Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness.

Monthly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you study factors affecting traffic conditions.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data.

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

Importance 4.0/5 · core task · O*NET work activity: Analyze traffic data..

Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow.

Monthly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you analyze data to traffic flow.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data.

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

Importance 3.9/5 · core task · O*NET work activity: Analyze traffic data..

Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 76% of those conversations; the rest were back-and-forth with the person.

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 traffic technician. Part of my job is to gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input.

Context: We use Microsoft Access and Oracle Database.
Operation: [plant, store, service]
Data to log: [readings, counts, offerings]

Create a log template and a weekly summary format. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Operational data log

Step 1Pick a real example: the next time you gather and compile data.
Step 2Fill in [Operation] and [Data to log] 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: Compile operational data..

Operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times.

A few times a year

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you operate counters and record data.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data.

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

Importance 3.7/5 · core task · O*NET work activity: Analyze traffic data.. Also involves: Record operational details of travel..

Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area.

A few times a year

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you study traffic delays.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data.

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

Importance 3.4/5 · core task · O*NET work activity: Analyze traffic data..

Establish procedures for street closures or for repair or construction projects.

Monthly

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 traffic technician. Part of my job is to establish procedures for street closures or for repair or construction projects.

Context: We use Microsoft Excel; the work draws on transportation, building and construction and public safety and security.
Team and work: [describe]
Staffing: [availability]

Plan schedules and duties. 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: Work operations plan

Step 1Pick a real example: the next time you establish procedures for street closures or for repair.
Step 2Fill in [Team and work] and [Staffing] 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 · O*NET work activity: Plan work operations..

Compute time settings for traffic signals or speed restrictions, using standard formulas.

A few times a year

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to compute time settings for traffic signals or speed restrictions, using standard formulas.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you compute time settings.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data.

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

Importance 3.5/5 · O*NET work activity: Analyze traffic data..

AI can help you prep these 7

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

Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.

Monthly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.

Context: We use Salesforce software and Traffic control software; the work draws on transportation, building and construction and public safety and security.
Service: [bus, train, flight, route]
Common questions: [stops, delays, rules, complaints]

Write clear announcements and short answers to common questions. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Passenger information answers

Step 1Pick a real example: the next time you interact with the public.
Step 2Fill in [Service] and [Common questions] with the real details, then run the prompt.
Step 3Check routes and rules are current before using them.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.0/5 · core task · O*NET work activity: Provide transportation information to passengers or customers..

Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.

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 traffic technician. Part of my job is to prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.

Context: We use Computer aided design and drafting software CADD and Autodesk AutoCAD; the work draws on transportation, building and construction and public safety and security.
Item: [product, solar installation, process]
Requirements: [dimensions, specs]

Outline the drawing set, views and specifications list. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Product or service drawing

Step 1Pick a real example: the next time you prepare drawings of proposed signal installations or other control.
Step 2Fill in [Item] and [Requirements] 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 4.1/5 · O*NET work activity: Prepare drawings or diagrams of products or services..

Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency.

Monthly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a traffic technician. Part of my job is to plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Operation: [describe]
Data: [paste times, costs, outputs]

Find the biggest losses and suggest improvements with estimates. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Efficiency opportunity scan

Step 1Pick a real example: the next time you plan, design, and improve components of traffic control systems.
Step 2Fill in [Operation] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

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

Importance 3.9/5 · core task · O*NET work activity: Identify opportunities to improve operational efficiency..

Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures.

Monthly

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

Show prompt & steps

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

Ready-to-use prompt

I work as a traffic technician. Part of my job is to visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures.

Context: We use Tableau and SAS; the work draws on transportation, building and construction and public safety and security.
Traffic type: [network, road, web]
Data: [paste counts, logs or waveforms]

Find patterns, peaks and anomalies, and explain possible causes. Give code or formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Traffic data analysis

Step 1Pick a real example: the next time you visit development.
Step 2Fill in [Traffic type] and [Data] with the real details, then run the prompt.
Step 3Investigate one anomaly in the raw data. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

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

Importance 3.8/5 · core task · O*NET work activity: Analyze traffic data..

Prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 38% of those conversations; the rest were back-and-forth with the person.

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 traffic technician. Part of my job is to prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions.

Context: We use Autodesk AutoCAD and Bentley MicroStation; the work draws on transportation, building and construction and public safety and security.
Subject: [product, property]
Use: [listing, appraisal, store]

Give a shot list, lighting and composition tips. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Product or property photos

Step 1Pick a real example: the next time you prepare graphs, charts and diagrams.
Step 2Fill in [Subject] and [Use] 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 3.4/5 · core task · O*NET work activity: Create images of data, locations, or products..

Provide traffic information, such as road conditions, to the public.

A few times a year

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a traffic technician. Part of my job is to provide traffic information, such as road conditions, to the public.

Context: We use Salesforce software and Traffic control software; the work draws on transportation, building and construction and public safety and security.
Topic: [forestry, weather, science]
Audience: [public, media]

Write answers to common questions. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Public questions

Step 1Pick a real example: the next time you provide traffic information.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.6/5 · O*NET work activity: Provide information to the general public..

Review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary.

A few times a year

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 a traffic technician. Part of my job is to review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary.

Context: We use Traffic control software and Traffic signal software; the work draws on transportation, building and construction and public safety and security.
Order or schedule: [paste the work order, physician's order or schedule, private details removed]
What I'll do: [the procedure or operation]

List what the order requires, in sequence, and what I must confirm before starting (identity, materials, settings, contraindications). Flag anything missing or unusual.

10-minute exercise: Check orders before you start

Step 1Take the next order or schedule you'll work from.
Step 2Paste it into [Order or schedule], with names removed, and describe [What I'll do].
Step 3Use its confirmation list alongside your usual protocol. Your protocol wins if they differ. Confirm the rules against the current official source.

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

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

Importance 3.5/5 · O*NET work activity: Review work orders or schedules to determine operations or procedures..

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 · Dealing with the public: very important · Outdoors in all weather: once a week or more but not every day

Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment.

A few times a year

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 traffic technician. Part of my job is to measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment.

Context: The work draws on transportation, building and construction and public safety and security.
Location: [intersection or road]
What I measure: [speed, signal timing, delays]

Create a data collection sheet, sampling plan and how to summarize results. 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: Traffic timing study sheet

Step 1Pick a real example: the next time you measure and record the speed of vehicular traffic.
Step 2Fill in [Location] and [What I measure] with the real details, then run the prompt.
Step 3Use the sheet on your next study. 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 3.6/5 · core task · O*NET work activity: Time vehicle speed or traffic-control equipment operation.. Also involves: Record operational details of travel..

Provide technical supervision regarding traffic control devices to other traffic technicians or laborers.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a traffic technician. Part of my job is to provide technical supervision regarding traffic control devices to other traffic technicians or laborers.

Context: The work draws on transportation, building and construction and public safety and security.
Team: [engineers, specialists, subcontractors]
Issue or goal: [quality, schedule, coordination]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising technical staff

Step 1Pick a real example: the next time you provide technical supervision regarding traffic control devices (this week).
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.4/5 · O*NET work activity: Supervise engineering or other technical personnel..

Lay out pavement markings for striping crews.

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 traffic technician. Part of my job is to lay out pavement markings for striping crews.

Context: The work draws on transportation, building and construction and public safety and security.
Workpiece: [panel, plate, floor, block]
Reference: [template, drawing, master pattern]

List the marking sequence, datum points, tools, and how to transfer marks accurately without stacking errors.

10-minute exercise: Mark out from the pattern

Step 1Pick a real example: the next time you lay out pavement markings.
Step 2Fill in [Workpiece] and [Reference] with the real details, then run the prompt.
Step 3Measure back from the datum to two marks before any cutting or drilling.

Importance 3.7/5 · O*NET work activity: Draw guide lines or markings on materials or workpieces using patterns or other references..

Place and secure automatic counters, using power tools, and retrieve counters after counting periods end.

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 traffic technician. Part of my job is to place and secure automatic counters, using power tools, and retrieve counters after counting periods end.

Context: The work draws on transportation, building and construction and public safety and security.
Meter: [electric, gas, regulator]
Site: [describe]

List install and safety 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: Meter install

Step 1Pick a real example: the next time you place and secure automatic counters.
Step 2Fill in [Meter] and [Site] with the real details, then run the prompt.
Step 3Follow utility procedures and test for leaks or correct readings.

Importance 3.6/5 · O*NET work activity: Install metering equipment..

Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering 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 traffic technician. Part of my job is to maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices.

Context: The work draws on transportation, building and construction and public safety and security.
Equipment: [radio, antenna, machine]
Targets: [specs]

List adjustment steps and measurements. 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: Performance tuning

Step 1Pick a real example: the next time you maintain or make minor adjustments or field repairs.
Step 2Fill in [Equipment] and [Targets] 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 · O*NET work activity: Adjust equipment to ensure optimal performance.. Also involves: Repair electronic equipment..

Monitor street or utility projects for compliance to traffic control permit conditions.

A few times a year

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 traffic technician. Part of my job is to monitor street or utility projects for compliance to traffic control permit conditions.

Context: The work draws on transportation, building and construction and public safety and security.
Environment: [airspace, track, road, site]
Hazards: [what can go wrong]

Make a scan routine and responses to each hazard. 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: Hazard scan routine

Step 1Pick a real example: the next time you monitor street or utility projects.
Step 2Fill in [Environment] and [Hazards] with the real details, then run the prompt.
Step 3Practise the scan on your next shift. Confirm the rules against the current official source.

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

Importance 3.3/5 · O*NET work activity: Monitor surroundings to detect potential hazards..

Time stoplights or other delays, using stopwatches.

A few times a year

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 traffic technician. Part of my job is to time stoplights or other delays, using stopwatches.

Context: The work draws on transportation, building and construction and public safety and security.
Location: [intersection or road]
What I measure: [speed, signal timing, delays]

Create a data collection sheet, sampling plan and how to summarize results. 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: Traffic timing study sheet

Step 1Pick a real example: the next time you time stoplights or other delays.
Step 2Fill in [Location] and [What I measure] with the real details, then run the prompt.
Step 3Use the sheet on your next study.

Importance 2.9/5 · O*NET work activity: Time vehicle speed or traffic-control equipment operation..

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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.

  • Monitoringimportance 3.1/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Operations Monitoringimportance 2.9/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Active Learningimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Instructingimportance 2.9/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 3.2/5
    Used in: Analyzing Data or Information
  • Reading Comprehensionimportance 3.2/5
    Used in: Analyzing Data or Information
  • Active Listeningimportance 3.6/5
    Used in: Communicating with People Outside the Organization
  • Speakingimportance 3.2/5
    Used in: Communicating with People Outside the Organization

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

High school diploma is most common (43% of workers)

  • High school or less 43%
  • Certificate or some college 33%
  • Associate's 12%
  • Bachelor's 12%
  • 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 MicroStationC++ESRI ArcGIS softwareMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft WindowsMicrosoft WordOracle Database

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