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Automation Risk Analysis

Will “Viscosity Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Viscosity Tester” 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%

“Viscosity Tester” 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles