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Automation Risk Analysis

Will “Film Tests Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Film Tests Checker” 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 Tests Checker” 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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles