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Automation Risk Analysis

Will “Traffic Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Traffic Specialist” 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 Specialist” 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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Lay out pavement markings for striping crews.

  • 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.

Technologies & Software

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