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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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles