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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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles