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Automation Risk Analysis

Will “Rivet Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Rivet 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%

“Rivet 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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Alternative Job Titles