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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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles