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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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles