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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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • Time stoplights or other delays, using stopwatches.

  • Lay out pavement markings for striping crews.

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

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

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

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

Technologies & Software

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