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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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles