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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

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

  • 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.

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

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

  • Lay out pavement markings for striping crews.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Time stoplights or other delays, using stopwatches.

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

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

Technologies & Software

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