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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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles