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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles