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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles