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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles