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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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles