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Automation Risk Analysis

Will “Globe Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Globe 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%

“Globe 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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles