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Automation Risk Analysis

Will “Microfilm Equipment Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Microfilm Equipment 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%

“Microfilm Equipment 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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles