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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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

  • 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.

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

Technologies & Software

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

Alternative Job Titles