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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

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

  • 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.

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

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

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

  • Develop, test, or program new robots.

  • 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.

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

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

  • Prepare written documentation of electromechanical test results.

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

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

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

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

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

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

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

  • 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.

  • Inspect parts for surface defects.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles