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

  • 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.

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

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

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

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

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

  • Inspect parts for surface defects.

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

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

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

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

  • Develop, test, or program new robots.

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

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

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

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

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

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

  • Prepare written documentation of electromechanical test results.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles