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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.

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles