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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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles