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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

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

  • 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.

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

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

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

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

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

  • Prepare specifications for purchases of materials or equipment.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles