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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.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Determine project material or equipment needs.

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

  • 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.

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

  • 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.

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

Technologies & Software

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