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Automation Risk Analysis

Will “Raw Juice Weigher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Raw Juice 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%

“Raw Juice 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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Alternative Job Titles