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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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles