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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

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

  • 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.

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

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

  • Lay out pavement markings for striping crews.

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

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

  • Time stoplights or other delays, using stopwatches.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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