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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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles