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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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles