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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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Determine project material or equipment needs.

  • 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.

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

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

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

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

Technologies & Software

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