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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

  • Position products, components, or parts for testing.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles