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Automation Risk Analysis

Will “Briar Wood Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Briar Wood Sorter” 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%

“Briar Wood Sorter” 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

Alternative Job Titles