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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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

  • 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.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles