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Automation Risk Analysis

Will “Thermometer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Thermometer 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%

“Thermometer 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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • 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.

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

Alternative Job Titles