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Automation Risk Analysis

Will “Radar Signal Processing Engineers” be Automated?

Historical Context: Oxford Study (2013)

Ranked #537 of 702. Estimated risk: 90.0%

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AI Exposure Risk

56%

“Radar Signal Processing Engineers” 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%

“Radar Signal Processing Engineers” 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

  • 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.

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

  • 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.

  • 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.

  • Time stoplights or other delays, using stopwatches.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

  • Lay out pavement markings for striping crews.

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

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

Technologies & Software

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