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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles