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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

  • 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.

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

  • Inspect parts for surface defects.

  • Prepare written documentation of electromechanical test results.

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

  • 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.

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

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

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

  • 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.

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

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

  • Develop, test, or program new robots.

  • Establish and maintain inventory, records, or documentation 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles