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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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles