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Automation Risk Analysis

Will “Photographic Equipment Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Photographic Equipment 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%

“Photographic Equipment 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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles