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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles