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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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles