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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

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

  • Prepare written documentation of electromechanical test results.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Inspect parts for surface defects.

  • Develop, test, or program new robots.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles