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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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles