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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles