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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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles