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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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles