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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

  • Supervise or train project team members, as necessary.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Develop software to control electrical systems.

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

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

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

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

  • Investigate or test vendors' or competitors' products.

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

  • Prepare specifications for purchases of materials or equipment.

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

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

Technologies & Software

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

Alternative Job Titles