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Automation Risk Analysis

Will “Traffic Engineering Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Traffic Engineering Technician” 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 Engineering Technician” 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

  • Lay out pavement markings for striping crews.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Time stoplights or other delays, using stopwatches.

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

Technologies & Software

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