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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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles