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Automation Risk Analysis

Will “Multifocal Lens Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Multifocal Lens 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%

“Multifocal Lens 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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

Alternative Job Titles