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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles