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Automation Risk Analysis

Will “Laboratory Sample Carrier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Laboratory Sample Carrier” 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%

“Laboratory Sample Carrier” 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

Alternative Job Titles