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Automation Risk Analysis

Will “Customer Equipment Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #98 of 702. Estimated risk: 2.5%

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AI Exposure Risk

59%

“Customer Equipment 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%

“Customer Equipment 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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Determine project material or equipment needs.

  • 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.

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

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

  • 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

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