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Automation Risk Analysis

Will “Analysis Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #474 of 702. Estimated risk: 84.0%

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AI Exposure Risk

55%

“Analysis Specialist” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Analysis Specialist” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electrical and Electronic Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply electrical and electronic theory and related knowledge, usually under the direction of engineering staff, to design, build, repair, adjust, and modify electrical components, circuitry, controls, and machinery for subsequent evaluation and use by engineering staff in making engineering design decisions.

Avg. Annual Salary $78,580
Avg. Hourly Wage $37.78
Available Jobs (US) 92,710
Job Title & Hierarchy Code (SOC) Electrical and Electronic Engineering Technologists and Technicians #17-3023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electrical and Electronic Engineering Technologists and Technicians”

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Core Skills & Abilities

  • Compile and maintain records documenting engineering schematics, installed equipment, installation or operational problems, resources used, repairs, or corrective action performed.

  • Interpret test information to resolve design-related problems.

  • Participate in the development or testing of electrical aspects of new green technologies, such as lighting, optical data storage devices, and energy efficient televisions.

  • Replace defective components or parts, using hand tools and precision instruments.

  • Integrate software or hardware components, using computer, microprocessor, or control architecture.

  • Review, develop, or prepare maintenance standards.

  • Select electronics equipment, components, or systems to meet functional specifications.

  • Modify, maintain, or repair electronics equipment or systems to ensure proper functioning.

  • Construct and evaluate electrical components for consumer electronics applications such as fuel cells for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

  • Research equipment or component needs, sources, competitive prices, delivery times, or ongoing operational costs.

  • Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.

  • Identify and resolve equipment malfunctions, working with manufacturers or field representatives as necessary to procure replacement parts.

  • Assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.

  • Conduct statistical studies to analyze or compare production costs for sustainable or nonsustainable designs.

  • Supervise the installation or operation of electronic equipment or systems.

  • Read blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics units, applying knowledge of electronic theory and components.

  • Produce electronics drawings or other graphics representing industrial control, instrumentation, sensors, or analog or digital telecommunications networks, using computer-aided design (CAD) software.

  • Educate equipment operators on the proper use of equipment.

  • Specify, coordinate, or conduct quality control or quality assurance programs or procedures.

  • Participate in training or continuing education activities to stay abreast of engineering or industry advances.

  • Procure parts and maintain inventory and related documentation.

  • Review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.

  • Assemble electrical systems or prototypes, using hand tools or measuring instruments.

  • Design or modify engineering schematics for electrical transmission and distribution systems or for electrical installation in residential, commercial, or industrial buildings, using computer-aided design (CAD) software.

  • Calculate design specifications or cost, material, and resource estimates, and prepare project schedules and budgets.

  • Maintain system logs or manuals to document testing or operation of equipment.

  • Set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.

  • Provide user applications or engineering support or recommendations for new or existing equipment with regard to installation, upgrades, or enhancements.

  • Install or maintain electrical control systems, industrial automation systems, or electrical equipment, including control circuits, variable speed drives, or programmable logic controllers.

  • Modify electrical prototypes, parts, assemblies, or systems to correct functional deviations.

Technologies & Software

  • Microsoft Word
  • Data acquisition software
  • Keysight Technologies Advanced Design System
  • Anadigm Designer2 EDA
  • Qwen (Alibaba)
  • Altera Quartus II
  • OrCAD Capture
  • Nova (Amazon)
  • KiCad
  • Cadence OrCAD PSpice
  • Computer aided software engineering CASE tools
  • Ansoft HFSS
  • Microchip MPLAB Integrated Development Environment (IDE)
  • Gnuplot
  • Claude (Anthropic)
  • GitHub Copilot
  • Supervisory control and data acquisition SCADA software
  • The MathWorks MATLAB
  • Python
  • ChatGPT (OpenAI)
  • Verilog
  • OctTools
  • Simulation software
  • Canu
  • Cadence PSpice
  • Llama (Meta)
  • FileMaker Pro
  • Gemini (Google)
  • AVEVA InTouch HMI
  • SAP software
  • Computer-aided engineering CAE software
  • SPLAT!
  • Root cause analysis software
  • Kimi (Moonshot AI)
  • Programmable logic controller PLC software
  • Terminal emulation software
  • Rockwell RSView
  • Agilent Advanced Design System ADS
  • Oracle Hyperion
  • National Instruments Multisim
  • Microsoft Office software
  • Bentley Systems ProjectWise
  • MathWorks Simulink
  • ANSYS AI Simulation
  • PTC Mathcad
  • C++
  • Logisim
  • UNIX
  • Oracle JD Edwards EnterpriseOne
  • C
  • Proportional integral derivative control PID software
  • Microsoft Windows
  • PowerWorld software
  • gEDA
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft PowerPoint
  • DeepSeek
  • PUFF
  • GE Fanuc Automation VersaPro
  • Magellan Firmware
  • Rockwell RSLogix
  • FlukeView Forms
  • HP InfoTech CodeVisionAVR
  • Microsoft Excel
  • pMatlab
  • Microsoft Access
  • Analog Devices VisualDSP++
  • Circuit simulation software
  • Emulators
  • Word processing software
  • National Instruments LabVIEW
  • PTC Creo Parametric
  • Database software
  • EMA TimingDesigner
  • IBM WebSphere
  • Adobe ActionScript
  • Spectrum Software Micro-Cap
  • Eclipse IDE
  • Mistral (Mistral AI)
  • ngspice
  • GNU Octave
  • Linux
  • MAGIC software
  • JavaScript
  • Mentor Graphics PADS
  • Microsoft Internet Explorer
  • Adobe Acrobat
  • AutoCAD AI
  • Perplexity AI
  • Signal synthesizers
  • Transmission line simulators
  • Texas Instruments Code Composer Studio CCStudio
  • Altera MAX
  • Graphics software
  • BSVC
  • CST Microwave Studio
  • Xcircuit
  • Debugging software
  • Operating system software
  • Motorola Digital Signal Processing (DSP) Assembler
  • Wolfram Research Mathematica
  • Autodesk Revit
  • Static Free Software Electric VLSI Design System
  • Oracle Database
  • Tanner Research L-Edit
  • Siemens ModelSim
  • Autodesk AI
  • Bentley MicroStation
  • Microsoft Visual Basic.NET
  • Dassault Systemes SolidWorks
  • Altium Designer
  • Grok (xAI)
  • IBM Cognos Impromptu
  • Spreadsheet software
  • Ansys Fluent
  • Microsoft Project
  • Microsoft Outlook
  • Vector Software VectorCast
  • Microsoft Visual Basic
  • Autodesk AutoCAD
  • Human machine interface HMI software
  • Computer aided design CAD software
  • Gemini Code Assist
  • Ohmmeters
  • Voltage testers
  • Ammeters
  • Harmonic analyzers
  • Wattmeters
  • Microwave frequency counters
  • Wire crimpers
  • Potentiometers
  • Alternating current AC generators
  • Dual power supplies
  • Optical time domain reflectometers OTDR
  • Radio frequency RF amplifiers
  • Binocular light compound microscopes
  • Transformers
  • Logic analyzers
  • Laptop computers
  • Digital multimeters
  • Q meters
  • Digital voltmeters DVM
  • Direct current DC potentiometers
  • Network analyzers
  • Tachometers
  • Personal computers
  • Lasers
  • Notebook computers
  • Brushless direct current DC motors
  • Spectrum analyzers
  • Oscilloscopes
  • Soldering stations
  • Inductance capacitance resistance LCR meters
  • Desoldering stations
  • Desktop computers
  • Dataloggers
  • Programmable logic controllers PLC
  • Plotters
  • Digital cameras
  • Digital plotters
  • Analog current meters
  • Radio frequency RF spectrum analyzers
  • Welding hoods
  • Standing wave ratio SWR meters
  • Metal-oxide varistors MOV
  • Power drills
  • Impedance meters
  • Probe stations
  • Wire cutters
  • Adjustable wrenches
  • Digital logic analyzers
  • Stroboscopes
  • Dynamometers
  • Wrist anti-static straps
  • Phase shifters
  • Function generators
  • Frequency counters
  • Anti-static heel grounders
  • Phase shift indicators
  • Wire wrap guns
  • Welders
  • Signal measuring equipment
  • Wire strippers
  • Multimeters
  • Laser printers
  • Nanosecond universal counters
  • Screwdrivers
  • Voltage probes
  • Power meters
  • Radio frequency RF signal generators
  • Bench lathes
  • Adjustable widemouth pliers
  • Welding goggles
  • Microcomputers
  • Reflow ovens
  • Power screwdrivers
  • Power quality analyzers
  • Pulse generators
  • Computerized numerical control CNC machining centers
  • Analog multimeters
  • Microprocessors
  • Current probes
  • Magnetic pickup tools
  • Signal generators
  • Soldering equipment

Alternative Job Titles