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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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles