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Automation Risk Analysis

Will “Traffic Signal Technician (TST)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Traffic Signal Technician (TST)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Traffic Signal Technician (TST)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Traffic Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $61,310
Avg. Hourly Wage $29.48
Available Jobs (US) 7,580
Job Title & Hierarchy Code (SOC) Traffic Technicians #53-6041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Traffic Technicians”

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Core Skills & Abilities

  • Time stoplights or other delays, using stopwatches.

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

  • Lay out pavement markings for striping crews.

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

  • 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.

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

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

  • 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.

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

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

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

  • Develop plans or long-range strategies for providing adequate parking space.

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

  • Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices.

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

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

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

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

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

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

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

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

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

Technologies & Software

  • The MathWorks MATLAB
  • Claude (Anthropic)
  • Microsoft Excel
  • ESRI ArcGIS software
  • Computer aided design and drafting software CADD
  • Microsoft Office software
  • Bentley MicroStation
  • Grok (xAI)
  • JAMAR Technologies PETRAPro
  • ChatGPT (OpenAI)
  • DeepSeek
  • R
  • Microsoft Outlook
  • ESRI ArcView
  • Qwen (Alibaba)
  • Oracle Database
  • Microsoft Access
  • Llama (Meta)
  • Structure query language SQL
  • Microsoft Word
  • C++
  • Microsoft Windows
  • Tableau
  • Waymo (Autonomous Driving)
  • Trafficware SimTraffic
  • Microsoft PowerPoint
  • Gatik AI
  • Python
  • Gemini (Google)
  • Traffic control software
  • Dowling Associates TRAFFIX
  • Tesla Autopilot
  • Geographic information system GIS systems
  • Kimi (Moonshot AI)
  • Pd' Programming Intersection Magic
  • Salesforce software
  • Mistral (Mistral AI)
  • Traffic signal software
  • Project44 AI Logistics
  • Autodesk AutoCAD
  • SAS
  • Nova (Amazon)
  • Mobileye AI
  • Word processing software
  • Personal computers
  • Pneumatic traffic counters
  • 35 millimeter cameras
  • Digital plotters
  • Dynamic message signs
  • Traffic counters
  • Portable two way radios
  • Digital cameras
  • Radar guns
  • Desktop computers
  • Total stations
  • Pavement cutting saws
  • Drafting instruments
  • Electric timing devices
  • Portable weight scales
  • Ramp meters
  • Data collectors
  • Notebook computers