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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles