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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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles