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Automation Risk Analysis

Will “Hydrometer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hydrometer 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%

“Hydrometer 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles