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Automation Risk Analysis

Will “Motor Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Motor Tester” will maybe 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Motor Tester” 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 Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Position products, components, or parts for testing.

  • Collect or select samples for testing or for use as models.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Recommend necessary corrective actions, based on inspection results.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Notify supervisors or other personnel of production problems.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Compute usable amounts of items in shipments.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Compute defect percentages or averages, using formulas and calculators.

  • Analyze test data, making computations as necessary, to determine test results.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

Technologies & Software

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  • Llama (Meta)
  • Atlassian JIRA
  • Computer assisted design software
  • Tolerance analysis software
  • SAP software
  • Grok (xAI)
  • Design of experiments DOE software
  • The MathWorks MATLAB
  • Mastercam computer-aided design and manufacturing software
  • Mistral (Mistral AI)
  • Dassault Systemes SolidWorks
  • Mastercam Design
  • Autodesk AutoCAD
  • Claude (Anthropic)
  • Qwen (Alibaba)
  • Kimi (Moonshot AI)
  • Data analysis software
  • Statistical process control SPC data collection devices
  • Apache Hive
  • Extensible markup language XML
  • Rockwell Automation AI
  • Label inspection systems
  • Microsoft Word
  • Sight Machine AI
  • R
  • ChatGPT (OpenAI)
  • Computer-aided inspection software
  • Medical condition coding software
  • Cybermetrics GAGETrak
  • Microsoft SharePoint
  • Microsoft Outlook
  • FileMaker Pro
  • Microsoft Visio
  • Selenium
  • Inspection marking systems
  • Gemini (Google)
  • IBM Notes
  • Skype
  • Verisurf Metrology
  • Minitab
  • Siemens Industrial AI
  • Apache Pig
  • IBM Lotus Notes
  • Cognex Vision AI
  • Microsoft PowerPoint
  • Microsoft Excel
  • Dassault Systemes CATIA
  • Nova (Amazon)
  • Coordinate measuring machine software
  • Database software
  • Microsoft Access
  • Structured query language SQL
  • Wilcox Associates PC-DMIS Inspection Planner
  • Logic test systems
  • Plug gauges
  • Digital resistance meters
  • Magnetic induction acceleration instruments
  • Function generators
  • Impact hammers
  • Bubble leak testers
  • Shock testers
  • Moisture meters
  • Forklifts
  • Return loss calibrator RLC passive component testers
  • Conductivity meters
  • Verisurf 3Dgage
  • Manufacturing defect analyzers MDA
  • Force transducers
  • Null-balance acceleration instruments
  • Hardness testers
  • Pin gauges
  • Laser thickness gauges
  • Sampling oscilloscopes
  • Resistivity meters
  • Vibration and shaker systems
  • Printed circuit board PCB testers
  • Penetrant flaw detectors
  • Color spectrometers
  • Ductility testers
  • Laser shearography flaw detectors
  • Resonance acceleration instruments
  • Capacitive acceleration instruments
  • Gloss meters
  • Optical gauges
  • Shear testers
  • Plotters
  • In-circuit testers
  • Hipot testers
  • Mass flow leak testers
  • Backplane testers
  • Metallurgical microscopes
  • Digital multimeters
  • Fatigue testers
  • Digital voltmeters DVM
  • Signal generators
  • Ammeters
  • Eddy current flaw detectors
  • Radiographic flaw detectors
  • Frequency counters
  • Impact toughness testers
  • Environmental chambers
  • Thread gauges
  • Digital resistance thermometers
  • Magnetic particle flaw detectors
  • Power meters
  • Frequency meters
  • Calipers
  • Strain gauges
  • Piezoelectric acceleration instruments
  • Pi tapes
  • Optical comparators
  • Utrasonic flaw detectors
  • Micrometers
  • Creep and stress relaxation testers
  • Viscometers
  • Compression testers
  • Continuity testers
  • Holographic interferometers
  • Depth gauges
  • Direct current DC power testers
  • Height gauges
  • Sorting machines
  • Overhead cranes
  • Hydraulic lifts
  • Calorimetric leak testers
  • Measuring microscopes
  • Hydraulic pumps
  • Multimeters
  • Tensile testers
  • Eddy current probes
  • Coordinate measuring machines CMM
  • Resistance meters
  • Industrial bench scales
  • Bit error rate testers BERT
  • Beta gauges
  • Pulse generators
  • Accelerometers
  • Verisurf Master3DGage
  • Personal computers
  • Linear or mixed signal equipment
  • Verisurf CMM Master

Alternative Job Titles