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Automation Risk Analysis

Will “Bowling Ball Weigher” 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 Weigher” 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 Weigher” 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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles