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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

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

  • 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.

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

  • 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.

  • Supervise or train project team members, as necessary.

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

  • Investigate or test vendors' or competitors' products.

  • Prepare specifications for purchases of materials or equipment.

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles