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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

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

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

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

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

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

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

  • Prepare specifications for purchases of materials or equipment.

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

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

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

  • Investigate or test vendors' or competitors' products.

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

  • Develop software to control electrical systems.

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

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

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

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

  • Supervise or train project team members, as necessary.

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

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

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

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

Technologies & Software

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

Alternative Job Titles