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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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles