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Automation Risk Analysis

Will “Traffic Investigator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Traffic Investigator” 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 Investigator” 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

  • Time stoplights or other delays, using stopwatches.

  • 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.

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

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

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

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

  • Lay out pavement markings for striping crews.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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