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Automation Risk Analysis

Will “Photovoltaic Solar Cell Designer (PV Solar Cell Designer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #172 of 702. Estimated risk: 10.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

58%

“Photovoltaic Solar Cell Designer (PV Solar Cell Designer)” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Photovoltaic Solar Cell Designer (PV Solar Cell Designer)” 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electrical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, develop, test, or supervise the manufacturing and installation of electrical equipment, components, or systems for commercial, industrial, military, or scientific use.

Avg. Annual Salary $120,980
Avg. Hourly Wage $58.16
Available Jobs (US) 188,790
Job Title & Hierarchy Code (SOC) Electrical Engineers #17-2071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electrical Engineers”

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Core Skills & Abilities

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

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

  • Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.

  • Estimate labor, material, or construction costs for budget preparation purposes.

  • Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects.

  • Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.

  • Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.

  • Prepare specifications for purchases of materials or equipment.

  • Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.

  • Assist in developing capital project programs for new equipment or major repairs.

  • Investigate customer or public complaints to determine the nature and extent of problems.

  • Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.

  • Compile data and write reports regarding existing or potential electrical engineering studies or projects.

  • Integrate electrical systems with renewable energy systems to improve overall efficiency.

  • Oversee project production efforts to assure projects are completed on time and within budget.

  • Investigate or test vendors' or competitors' products.

  • Develop software to control electrical systems.

  • Develop systems that produce electricity with renewable energy sources, such as wind, solar, or biofuels.

  • Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.

  • Supervise or train project team members, as necessary.

  • Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.

  • Design electrical systems or components that minimize electric energy requirements, such as lighting systems designed to account for natural lighting.

Technologies & Software

  • Signal integrity simulation software
  • SKM Systems Analysis Power Tools
  • C#
  • Mean time to failure MTTF software
  • Shell script
  • Dynamic object-oriented requirements system DOORS
  • Mistral (Mistral AI)
  • Schematic design entry software
  • OrCAD Capture
  • Hewlett-Packard HP Semiconductor Parameter Analyzer
  • Systems analysis programs for hands on integrated reliability evaluation software SAPHIRE
  • AutoCAD AI
  • Dassault Systemes SolidWorks
  • Matrix calculation software
  • DeepSeek
  • Python
  • Perplexity AI
  • Bash
  • Logic synthesis software
  • Synopsys Design Compiler
  • Mentor Graphics software
  • Microsoft Windows
  • Electronic design automation EDA software
  • ChatGPT (OpenAI)
  • Nova (Amazon)
  • ANSYS AI Simulation
  • Microsoft Excel
  • Microsoft PowerPoint
  • Defect tracking software
  • Qwen (Alibaba)
  • Minitab
  • Integrated development environment IDE software
  • Dassault Systemes CATIA
  • Physical design software
  • Supervisory control and data acquisition SCADA software
  • Time and motion analysis software
  • Very high-speed integrated circuit VHSIC hardware description language VHDL
  • ETAP
  • Automated material handling software
  • Autodesk AutoCAD
  • Cadence Encounter Test
  • UNIX
  • X.25 Protocol
  • Llama (Meta)
  • Kimi (Moonshot AI)
  • Oracle Primavera Enterprise Project Portfolio Management
  • Bentley MicroStation
  • Verilog
  • SmugMug Flickr
  • Siemens ModelSim
  • Computer aided manufacturing CAM software
  • Autodesk Revit
  • JHDL
  • Microsoft Project
  • Programmable logic controller PLC code generation software
  • ATD protocol
  • Advanced boolean expression language ABEL
  • Availability prediction modeling software
  • Claude (Anthropic)
  • Computer aided design and drafting CADD software
  • Computer aided design CAD software
  • Microwave circuit simulation software
  • C++
  • Finite difference time domain FDTD software
  • Test automation software
  • Cadence Allegro Design Entry Capture and Capture CIS
  • Mean time between failures MBTF software
  • Apache Subversion SVN
  • Microsoft Word
  • Powersim PSIM
  • Electronic engineering calculator
  • Microsoft Visio
  • Microsoft SQL Server
  • Perforce Helix software
  • Unified modeling language UML
  • Circuit simulation software
  • Eclipse IDE
  • APLAC
  • Floor planning software
  • Microsoft Visual Studio
  • Electromagnetic analysis software
  • Microsoft Visual Basic
  • Microsoft OneNote
  • Computer aided design and drafting software CADD
  • Microsoft Windows Server
  • Fault tree analysis FTA software
  • MAGIC
  • Oracle E-Business Suite Financials
  • Digital timing diagram editing software
  • Printed circuit board design software
  • Perl
  • Failure reporting analysis and corrective action FRACAS software
  • Power analysis software
  • GitHub Copilot
  • Programmable logic controller PLC software
  • Embedded systems testing software
  • Requirements management software
  • The MathWorks MATLAB
  • MathWorks Simulink
  • Gemini Code Assist
  • Linux
  • Finite element method FEM software
  • SAP software
  • Optimization software
  • Gemini (Google)
  • National Instruments LabVIEW
  • Synopsys PrimeTime
  • ReliaSoft Weibull++ 6
  • AVEVA InTouch HMI
  • Simulation program with integrated circuit emphasis SPICE
  • Chip design software
  • Sun Microsystems Java
  • Grok (xAI)
  • Fault modeling software
  • Isograph Markov
  • Microsoft Visual Basic for Applications VBA
  • IBM Notes
  • Debugging software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Field programmable gate array FPGA design software
  • Altera hardware description language AHDL
  • Tektronix EZ-TEST
  • Failure mode effects and criticality analysis FMECA software
  • Autodesk AutoCAD Civil 3D
  • Ada
  • Reliability analysis software
  • PTC Creo Parametric
  • Rapid prototyping software
  • Functional verification software
  • C
  • Life cycle cost software
  • Autodesk AI
  • Hardware description language HDL
  • ESRI ArcGIS software
  • Keysight Technologies Advanced Design System
  • Microsoft Office software
  • Zuken E3.schematic
  • Failure mode and effects analysis FMEA software
  • Laser printers
  • Network analyzers
  • Digital oscilloscopes
  • Accelerometers
  • Reactive ion etch systems
  • Pulsed current-voltage IV analyzer
  • Vector signal generators
  • Thermocouples
  • X ray photoemission spectrometers
  • Laser ranging systems
  • Personal computers
  • Programmable function generators
  • Multimeters
  • Ellipsometers
  • Microwave automatic load-pull tuners
  • Tube etchers
  • Tube furnaces
  • Secondary ion mass spectrometers SIMS
  • Microwave power meters
  • Sampling oscilloscopes
  • Linearization testbeds
  • Rapid thermal annealers RTA
  • Wafer steppers
  • Vacuum system/thermal evaporators
  • Oxidation furnaces
  • Spectrometers
  • Diffractometers
  • Spectrum analyzers
  • Metal evaporation systems
  • Spinners
  • Plasma reactors
  • Noise figure meters
  • Microbalances
  • Electrochemical etching devices
  • Filament evaporators
  • Digital voltmeters DVM
  • Imaging spectrographs
  • Pattern generator systems
  • Pyrometers
  • Atomic force microscopes
  • Low pressure chemical vapor deposition LPCVD systems
  • Photoluminescence spectrometers
  • Diffusion furnaces
  • Photolithography equipment
  • Plasma ashers
  • Laptop computers
  • Inductance capacitance resistance LCR meters
  • Glove box systems
  • Annealing furnaces
  • Pulse generators
  • Frequency counters
  • Auger electron spectrometers
  • Mixed signal oscilloscopes
  • Profilometers
  • Parameter analyzers
  • Electrical flow meters
  • Sweep oscillators
  • Vertical furnaces
  • Electron beam evaporators
  • Doping tubes
  • Electrochemical CV dopant profilers
  • Molecular beam epitaxy MBE systems
  • Cylindrical corona testers
  • Vacuum chambers
  • Plotters
  • Synthesized continuous wave CW generators
  • Wet chemical clean benches
  • X ray guns
  • Wire bonders
  • Universal microwave transistor test fixtures
  • Digital video cameras
  • Scanning electron microscopes SEM
  • Signal analyzers
  • Fog chambers
  • Oxidation tubes
  • Frequency drives
  • Spin-coaters
  • Signal generators
  • Computer servers
  • Scanning tunneling microscopes STM

Alternative Job Titles