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Automation Risk Analysis

Will “Photo Mask Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Photo Mask 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%

“Photo Mask 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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles