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Automation Risk Analysis

Will “Oil Filters Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Oil Filters 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%

“Oil Filters 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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles