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Automation Risk Analysis

Will “SCADA Engineer (Supervisory Control and Data Acquisition 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%

“SCADA Engineer (Supervisory Control and Data Acquisition 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%

“SCADA Engineer (Supervisory Control and Data Acquisition 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

  • Develop software to control electrical systems.

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

  • 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.

  • 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.

  • Investigate or test vendors' or competitors' products.

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

  • 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.

  • 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.

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

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

  • Supervise or train project team members, as necessary.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles