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Automation Risk Analysis

Will “Bowling Ball Grader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Bowling Ball Grader” 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%

“Bowling Ball Grader” 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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles