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Automation Risk Analysis

Will “Product Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Product 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%

“Product 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

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

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

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

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

  • Determine project material or equipment needs.

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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