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Automation Risk Analysis

Will “Traffic Management 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 Management 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 Management 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

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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Time stoplights or other delays, using stopwatches.

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

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

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

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

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

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

  • Lay out pavement markings for striping crews.

  • 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.

Technologies & Software

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