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Automation Risk Analysis

Will “Rework Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #444 of 702. Estimated risk: 81.0%

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AI Exposure Risk

34%

“Rework Technician” 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 Technician” 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

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

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

  • 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.

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

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

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

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

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

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

  • Develop, test, or program new robots.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Inspect parts for surface defects.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles