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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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Lay out pavement markings for striping crews.

  • Time stoplights or other delays, using stopwatches.

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

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

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

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

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

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

Technologies & Software

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