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Automation Risk Analysis

Will “Photovoltaic Power Systems Engineer (PV Power Systems Engineer)” 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 Power Systems Engineer (PV Power Systems 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Photovoltaic Power Systems Engineer (PV Power Systems 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 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

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

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

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

  • Prepare specifications for purchases of materials or equipment.

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

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

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

  • Investigate or test vendors' or competitors' products.

  • 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.

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

  • Supervise or train project team members, as necessary.

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

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

  • Develop software to control electrical systems.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles