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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

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

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

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

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

  • 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.

  • 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.

  • Prepare written documentation of electromechanical test results.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Inspect parts for surface defects.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles