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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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

Alternative Job Titles