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Automation Risk Analysis

Will “Photo Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Photo Checker” 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 Checker” 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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles