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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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles