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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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles