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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.

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

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

  • 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.

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles