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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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles