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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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles