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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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles