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Automation Risk Analysis

Will “Casket Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Casket 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%

“Casket 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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles