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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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles