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Automation Risk Analysis

Will “Sample Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Sample Examiner” 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%

“Sample Examiner” 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

Alternative Job Titles