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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

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

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

  • Investigate or test vendors' or competitors' products.

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

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

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

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

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

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

  • Prepare specifications for purchases of materials or equipment.

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

  • Develop software to control electrical systems.

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

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

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

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

  • Supervise or train project team members, as necessary.

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

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

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

Technologies & Software

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

Alternative Job Titles