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Automation Risk Analysis

Will “Evaluation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Evaluation 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%

“Evaluation 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

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

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

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

  • 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.

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

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

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

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

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

  • Determine project material or equipment needs.

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

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

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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