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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.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles