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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles