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Automation Risk Analysis

Will “Sign Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Sign 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%

“Sign 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

  • 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.

  • 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.

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

  • Lay out pavement markings for striping crews.

  • 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.

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

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

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

  • Time stoplights or other delays, using stopwatches.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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