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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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles