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Automation Risk Analysis

Will “Traffic Circuit Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Traffic Circuit Engineer” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Traffic Circuit Engineer” 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 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electronics Engineers, Except Computer, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, or test electronic components and systems for commercial, industrial, military, or scientific use employing knowledge of electronic theory and materials properties. Design electronic circuits and components for use in fields such as telecommunications, aerospace guidance and propulsion control, acoustics, or instruments and controls.

Avg. Annual Salary $132,500
Avg. Hourly Wage $63.70
Available Jobs (US) 93,940
Job Title & Hierarchy Code (SOC) Electronics Engineers, Except Computer #17-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electronics Engineers, Except Computer”

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Core Skills & Abilities

  • Determine project material or equipment needs.

  • Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

  • Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

  • Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

  • Provide technical support or instruction to staff or customers regarding electronics equipment standards.

  • Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

  • Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

  • Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

  • Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

  • Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

  • Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

  • Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

  • Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

  • Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

  • Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

  • Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

  • Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

  • Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

  • Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

Technologies & Software

  • Autodesk AutoCAD
  • Nova (Amazon)
  • Visual Numerics PV-WAVE
  • Microsoft PowerPoint
  • Gemini (Google)
  • Grok (xAI)
  • Trimble SketchUp Pro
  • Agile Product Lifecyle Management PLM
  • Kimi (Moonshot AI)
  • OrCAD Capture
  • Cadence PSpice
  • Ansoft Simplorer
  • Oracle Database
  • Canu
  • AutoCAD AI
  • Real time operating system RTOS software
  • Two-dimensional 2D computer aided design CAD software
  • ChatGPT (OpenAI)
  • Dassault Systemes CATIA
  • Microsoft Office software
  • UNIX
  • Graphics software
  • Claude (Anthropic)
  • Mentor Graphics PADS
  • Embarcadero Delphi
  • SystemVerilog
  • C++
  • Microsoft Visual C# .NET
  • Magellan Firmware
  • Mistral (Mistral AI)
  • Gemini Code Assist
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • GitHub Copilot
  • McCabe Software TRUEchange
  • ESRI ArcGIS software
  • Qwen (Alibaba)
  • Hewlett-Packard HP OpenVMS
  • The MathWorks MATLAB
  • Rabbit Semiconductor Dynamic C
  • C
  • Oracle Java
  • Linux
  • Mathsoft Mathcad
  • Extensible markup language XML
  • Three-dimensional 3D computer aided design CAD software
  • Python
  • Web browser software
  • Microsoft Excel
  • IBM Lotus Notes
  • Microsoft Word
  • Xilinx Integrated Software Environment ISE
  • Formula translation/translator FORTRAN
  • National Instruments LabVIEW
  • Apache Subversion SVN
  • DeepSeek
  • Perplexity AI
  • Verilog
  • Synopsys Saber
  • MathWorks Simulink
  • Autodesk AI
  • Very high speed integrated circuit VHSIC hardware description language VHDL simulation software
  • Llama (Meta)
  • Microsoft Visual Basic.NET
  • Supervisory control and data acquisition SCADA software
  • ANSYS AI Simulation
  • Structured query language SQL
  • Dassault Systemes SolidWorks
  • Field programmable gate array FPGA design software
  • Programmable logic controllers PLC
  • Communication bus analyzers
  • Inductance capacitance resistance LCR meters
  • Function generators
  • Wattmeters
  • Personal computers
  • Wave meters
  • Photometer
  • Microprocessors
  • Desktop computers
  • Logic analyzers
  • Electronics probes
  • Oscilloscopes
  • Electronics counters
  • High-power pulsed lasers
  • Multimeters