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Automation Risk Analysis

Will “Substation 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%

“Substation 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%

“Substation 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

  • 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.

  • Investigate or test vendors' or competitors' products.

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

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

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

  • 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.

  • Supervise or train project team members, as necessary.

  • 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.

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

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

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

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

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

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

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

  • Develop software to control electrical systems.

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

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

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

Technologies & Software

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

Alternative Job Titles