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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

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

  • Investigate or test vendors' or competitors' products.

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

  • Prepare specifications for purchases of materials or equipment.

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

  • Supervise or train project team members, as necessary.

  • 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.

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

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

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

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

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

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

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

  • Develop software to control electrical systems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles