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Automation Risk Analysis

Will “Street Light Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Street Light Technician” 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%

“Street Light Technician” 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 drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

  • Lay out pavement markings for striping crews.

  • Time stoplights or other delays, using stopwatches.

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

Technologies & Software

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