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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • 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.

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

  • 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.

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

Technologies & Software

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

Alternative Job Titles