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Automation Risk Analysis

Will “Barometers Calibrator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Barometers 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%

“Barometers 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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles