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Automation Risk Analysis

Will “Balance Wheel Motion Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Balance Wheel Motion 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%

“Balance Wheel Motion 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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Alternative Job Titles