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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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles