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Automation Risk Analysis

Will “Hydrometer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hydrometer Tester” 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 Tester” 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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

Alternative Job Titles