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Automation Risk Analysis

Will “Casting Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Casting 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%

“Casting 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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles