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Automation Risk Analysis

Will “Artificial Teeth Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Artificial Teeth 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%

“Artificial Teeth 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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles