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Automation Risk Analysis

Will “Filter Tip Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Filter Tip 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%

“Filter Tip 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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

Technologies & Software

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

Alternative Job Titles