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Automation Risk Analysis

Will “Tooth Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Tooth Inspector” 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%

“Tooth Inspector” 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

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

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles