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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.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles