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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

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

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

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

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

  • Inspect parts for surface defects.

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

  • 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.

  • Develop, test, or program new robots.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • Prepare written documentation of electromechanical test results.

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

Technologies & Software

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

Alternative Job Titles