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Automation Risk Analysis

Will “Kosher Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Kosher Inspector” 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%

“Kosher Inspector” 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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles