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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Develop, test, or program new robots.

  • 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.

  • Prepare written documentation of electromechanical test results.

  • Inspect parts for surface defects.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles