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Automation Risk Analysis

Will “Motors and Generators Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Motors and Generators Inspector” 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%

“Motors and Generators Inspector” 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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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  • Microsoft Visio
  • Statistical process control SPC data collection devices
  • Microsoft SharePoint
  • R
  • Dassault Systemes CATIA
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  • Data analysis software
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  • Dassault Systemes SolidWorks
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  • Microsoft Office software
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  • Continuity testers
  • Backplane testers
  • Depth gauges
  • Resistivity meters
  • Plotters
  • Shock testers
  • Sorting machines
  • Measuring microscopes
  • Metallurgical microscopes
  • Direct current DC power testers
  • Viscometers
  • Sampling oscilloscopes
  • Manufacturing defect analyzers MDA
  • Thread gauges
  • Digital voltmeters DVM
  • Force transducers
  • Hydraulic pumps
  • Holographic interferometers
  • Linear or mixed signal equipment
  • Hipot testers
  • Penetrant flaw detectors
  • Printed circuit board PCB testers
  • Signal generators
  • Frequency meters
  • Environmental chambers
  • Verisurf 3Dgage
  • Plug gauges
  • Power meters
  • Resonance acceleration instruments
  • Resistance meters
  • Compression testers
  • Creep and stress relaxation testers
  • Radiographic flaw detectors
  • Calorimetric leak testers
  • Industrial bench scales
  • Hardness testers
  • Magnetic particle flaw detectors
  • Pi tapes
  • Pin gauges
  • Calipers
  • Strain gauges
  • Piezoelectric acceleration instruments
  • Conductivity meters
  • Accelerometers
  • Impact toughness testers
  • Verisurf CMM Master
  • Shear testers
  • Overhead cranes
  • In-circuit testers
  • Digital multimeters
  • Ammeters
  • Tensile testers
  • Vibration and shaker systems
  • Digital resistance meters
  • Personal computers
  • Beta gauges
  • Frequency counters
  • Eddy current flaw detectors
  • Bubble leak testers
  • Utrasonic flaw detectors
  • Pulse generators
  • Laser thickness gauges
  • Gloss meters
  • Function generators
  • Impact hammers
  • Digital resistance thermometers
  • Logic test systems
  • Eddy current probes
  • Coordinate measuring machines CMM
  • Mass flow leak testers
  • Bit error rate testers BERT
  • Micrometers
  • Verisurf Master3DGage
  • Moisture meters
  • Multimeters
  • Null-balance acceleration instruments
  • Fatigue testers
  • Hydraulic lifts
  • Height gauges
  • Ductility testers
  • Laser shearography flaw detectors
  • Return loss calibrator RLC passive component testers
  • Capacitive acceleration instruments
  • Forklifts
  • Magnetic induction acceleration instruments
  • Optical gauges
  • Color spectrometers
  • Optical comparators

Alternative Job Titles