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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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles