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Automation Risk Analysis

Will “Hydrometer Calibrator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hydrometer Calibrator” 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 Calibrator” 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

Technologies & Software

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

Alternative Job Titles