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Automation Risk Analysis

Will “Roving Weight Gauger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Roving Weight Gauger” 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%

“Roving Weight Gauger” 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles