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Automation Risk Analysis

Will “Automation Test Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #444 of 702. Estimated risk: 81.0%

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AI Exposure Risk

34%

“Automation Test Specialist” will probably not 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 34% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Automation Test Specialist” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Electro-Mechanical and Mechatronics Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate, test, maintain, or adjust unmanned, automated, servomechanical, or electromechanical equipment. May operate unmanned submarines, aircraft, or other equipment to observe or record visual information at sites such as oil rigs, crop fields, buildings, or for similar infrastructure, deep ocean exploration, or hazardous waste removal. May assist engineers in testing and designing robotics equipment.

Avg. Annual Salary $75,710
Avg. Hourly Wage $36.40
Available Jobs (US) 14,680
Job Title & Hierarchy Code (SOC) Electro-Mechanical and Mechatronics Technologists and Technicians #17-3024
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Electro-Mechanical and Mechatronics Technologists and Technicians”

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Core Skills & Abilities

  • Operate, test, or maintain robotic equipment used for green production applications, such as waste-to-energy conversion systems, minimization of material waste, or replacement of human operators in dangerous work environments.

  • Read blueprints, schematics, diagrams, or technical orders to determine methods and sequences of assembly.

  • Train others to install, use, or maintain robots.

  • Modify, maintain, or repair electrical, electronic, or mechanical components, equipment, or systems to ensure proper functioning.

  • Establish and maintain inventory, records, or documentation systems.

  • Test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.

  • Analyze engineering designs of logic or digital circuitry, motor controls, instrumentation, or data acquisition for implementation into new or existing automated, servomechanical, or other electromechanical systems.

  • Select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.

  • Identify energy-conserving production or fabrication methods, such as by bending metal rather than cutting and welding or casting metal.

  • Align, fit, or assemble component parts, using hand or power tools, fixtures, templates, or microscopes.

  • Install electrical or electronic parts and hardware in housings or assemblies, using soldering equipment and hand tools.

  • Prepare written documentation of electromechanical test results.

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

  • Develop or implement programs related to the environmental impact of engineering activities.

  • Install or program computer hardware or machine or instrumentation software in microprocessor-based systems.

  • Operate metalworking machines to fabricate housings, jigs, fittings, or fixtures.

  • Produce electrical, electronic, or mechanical drawings or other related documents or graphics necessary for electromechanical design, using computer-aided design (CAD) software.

  • Fabricate or assemble mechanical, electrical, or electronic components or assemblies.

  • Repair, rework, or calibrate hydraulic or pneumatic assemblies or systems to meet operational specifications or tolerances.

  • Verify part dimensions or clearances to ensure conformance to specifications, using precision measuring instruments.

  • Translate electromechanical drawings into design specifications, applying principles of engineering, thermal or fluid sciences, mathematics, or statistics.

  • Assist engineers to implement electromechanical designs in industrial or other settings.

  • Consult with machinists to ensure that electromechanical equipment or systems meet design specifications.

  • Develop, test, or program new robots.

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

  • Inspect parts for surface defects.

  • Determine whether selected electromechanical components comply with environmental standards and regulations.

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

Technologies & Software

  • Python
  • CloudCompare
  • Circuit simulation software
  • Litchi
  • C++
  • UNIX
  • Microsoft Outlook
  • Autodesk Inventor
  • Manufacturing resource planning MRP software
  • UgCS
  • Rockwell RSLogix
  • ESRI ArcGIS software
  • National Instruments Multisim
  • Motion control software
  • Dassault Systemes SolidWorks
  • Microsoft Access
  • Computerized maintenance management system CMMS
  • Pix4D Pix4Dcapture
  • Autodesk AI
  • Microsoft Word
  • National Instruments LabVIEW
  • PTC Creo Parametric
  • Computer aided design CAD software
  • National Instruments Ultiboard
  • The MathWorks MATLAB
  • Microsoft Office software
  • AutoCAD AI
  • Laser imaging detection and ranging LIDAR system
  • Autodesk AutoCAD
  • MathWorks Simulink
  • ANSYS AI Simulation
  • ChatGPT (OpenAI)
  • Pix4D software
  • Programmable logic controller PLC software
  • SAP software
  • Microsoft PowerPoint
  • Gemini Code Assist
  • Airdata
  • Human machine interface HMI software
  • Microsoft Excel
  • Automation Studio
  • Operating system software
  • MindJet MindManager
  • Rapid prototyping software
  • Linux
  • Oracle Agile Product Lifecycle Management PLM
  • McNeel Rhinoceros 3D
  • Perplexity AI
  • GitHub Copilot
  • Supervisory control and data acquisition SCADA software
  • Analog oscilloscopes
  • Hyperspectral imaging equipment
  • Digital multimeters
  • Three dimensional laser scanners
  • Thermal cameras
  • Laser alignment tools
  • Voltmeters
  • DroneDeploy
  • Pneumatic electric converters
  • Socket wrench sets
  • Portable welding equipment
  • Laser printers
  • Drill presses
  • Computerized numerical control CNC lathes
  • Pipe benders
  • Flow meters
  • Pipe threading machines
  • Manual mills
  • Robotic welders
  • Potentiometers
  • Desktop computers
  • Conductivity sensors
  • Tungsten inert gas TIG welding equipment
  • Fixed wing unmanned aerial vehicles UAV
  • Programmable logic controllers PLC
  • Impact testers
  • Machining centers
  • Proximity sensors
  • Soldering equipment
  • Selective laser sintering SLS systems
  • Screwdrivers
  • Laser engravers
  • Computerized numerical control CNC machining centers
  • Hipot testers
  • Measuring tapes
  • Optical comparators
  • Framing squares
  • Open end wrenches
  • Wire strippers
  • Laptop computers
  • Protective goggles
  • Digital tachometers
  • Force gauges
  • Pressure sensors
  • Hardness testers
  • Iron workers
  • Megohmmeters
  • Pressure gauges
  • Metal inert gas MIG welders
  • Digital oscilloscopes
  • Direct current DC power supplies
  • Multispectral imaging equipment
  • Oscilloscopes
  • Coordinate measuring machines CMM
  • Heat treatment furnaces
  • X-Y positioning tables
  • Multi-rotor unmanned aerial vehicles UAV
  • Thermocouples
  • Hammers
  • Hex wrenches
  • Personal computers
  • Digital cameras
  • Load cells
  • Spectrum analyzers
  • Dynamometers
  • Three-dimensional prototyping printers
  • Function generators
  • Tensile testers

Alternative Job Titles