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Automation Risk Analysis

Will “Film Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Film 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%

“Film 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles