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Automation Risk Analysis

Will “Level Vial Curvature Gauger” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Level Vial Curvature 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%

“Level Vial Curvature 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles