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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

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

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

  • 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.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles