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Automation Risk Analysis

Will “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%

“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%

“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

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

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

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

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

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

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

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

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

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

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

  • Prepare written documentation of electromechanical test results.

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

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

  • Develop, test, or program new robots.

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

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

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

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

  • 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.

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

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

  • Inspect parts for surface defects.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles