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Automation Risk Analysis

Will “Transportation Operations Specialist (Transportation Ops Specialist)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Transportation Operations Specialist (Transportation Ops 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%

“Transportation Operations Specialist (Transportation Ops 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.

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

  • 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.

  • 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.

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

  • 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.

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

  • Time stoplights or other delays, using stopwatches.

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

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

  • 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.

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

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

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

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

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

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

  • Lay out pavement markings for striping crews.

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

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

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

Technologies & Software

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