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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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

Technologies & Software

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

Alternative Job Titles