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Automation Risk Analysis

Will “Casing Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Casing 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%

“Casing 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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles