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Automation Risk Analysis

Will “Hardware Rework Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #444 of 702. Estimated risk: 81.0%

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AI Exposure Risk

34%

“Hardware Rework 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%

“Hardware Rework 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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Prepare written documentation of electromechanical test results.

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

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

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

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

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

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

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

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

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

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

  • Develop, test, or program new robots.

  • Inspect parts for surface defects.

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

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

Technologies & Software

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

Alternative Job Titles