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Automation Risk Analysis

Will “Weight Yardage Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Weight Yardage Checker” 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%

“Weight Yardage Checker” 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles