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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles