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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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  • SAP software
  • ChatGPT (OpenAI)
  • Inspection marking systems
  • Microsoft SharePoint
  • Dassault Systemes CATIA
  • Dassault Systemes SolidWorks
  • Rockwell Automation AI
  • The MathWorks MATLAB
  • Wilcox Associates PC-DMIS Inspection Planner
  • Mistral (Mistral AI)
  • Verisurf Metrology
  • ABB AI Robotics
  • Gemini (Google)
  • Sight Machine AI
  • Computer-aided inspection software
  • IBM Notes
  • Database software
  • Cognex Vision AI
  • Autodesk AutoCAD
  • Data analysis software
  • Medical condition coding software
  • IBM Lotus Notes
  • Kimi (Moonshot AI)
  • R
  • Microsoft Office software
  • Computer assisted design software
  • DeepSeek
  • Microsoft Access
  • Grok (xAI)
  • Coordinate measuring machine software
  • Statistical process control SPC data collection devices
  • Mastercam computer-aided design and manufacturing software
  • Microsoft PowerPoint
  • Structured query language SQL
  • FileMaker Pro
  • Microsoft Outlook
  • Selenium
  • Siemens Industrial AI
  • Extensible markup language XML
  • Label inspection systems
  • Microsoft Excel
  • Mastercam Design
  • Microsoft Word
  • Microsoft Visio
  • Tolerance analysis software
  • Data entry software
  • Cybermetrics GAGETrak
  • Hydraulic lifts
  • Impact hammers
  • Magnetic particle flaw detectors
  • Personal computers
  • Overhead cranes
  • Printed circuit board PCB testers
  • Resonance acceleration instruments
  • Micrometers
  • Verisurf Master3DGage
  • Tensile testers
  • Color spectrometers
  • Bubble leak testers
  • Eddy current probes
  • Resistance meters
  • Forklifts
  • Holographic interferometers
  • Radiographic flaw detectors
  • Fatigue testers
  • Accelerometers
  • Verisurf 3Dgage
  • Gloss meters
  • Laser thickness gauges
  • Utrasonic flaw detectors
  • Power meters
  • Digital voltmeters DVM
  • Resistivity meters
  • Plotters
  • Thread gauges
  • Logic test systems
  • Depth gauges
  • Digital resistance thermometers
  • Moisture meters
  • Frequency meters
  • Backplane testers
  • Laser shearography flaw detectors
  • In-circuit testers
  • Null-balance acceleration instruments
  • Compression testers
  • Hipot testers
  • Bit error rate testers BERT
  • Vibration and shaker systems
  • Continuity testers
  • Conductivity meters
  • Optical comparators
  • Magnetic induction acceleration instruments
  • Verisurf CMM Master
  • Manufacturing defect analyzers MDA
  • Environmental chambers
  • Direct current DC power testers
  • Shock testers
  • Calipers
  • Signal generators
  • Metallurgical microscopes
  • Shear testers
  • Coordinate measuring machines CMM
  • Pulse generators
  • Sampling oscilloscopes
  • Force transducers
  • Plug gauges
  • Creep and stress relaxation testers
  • Hardness testers
  • Ammeters
  • Return loss calibrator RLC passive component testers
  • Strain gauges
  • Eddy current flaw detectors
  • Measuring microscopes
  • Piezoelectric acceleration instruments
  • Industrial bench scales
  • Digital multimeters
  • Capacitive acceleration instruments
  • Impact toughness testers
  • Sorting machines
  • Beta gauges
  • Penetrant flaw detectors
  • Ductility testers
  • Optical gauges
  • Hydraulic pumps
  • Digital resistance meters
  • Multimeters
  • Linear or mixed signal equipment
  • Viscometers
  • Height gauges
  • Pi tapes
  • Calorimetric leak testers
  • Frequency counters
  • Function generators
  • Pin gauges
  • Mass flow leak testers

Alternative Job Titles