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Automation Risk Analysis

Will “Check Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Check Weigher” 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%

“Check Weigher” 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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

Alternative Job Titles