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Automation Risk Analysis

Will “Marine Equipment Preservation Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Marine Equipment Preservation 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%

“Marine Equipment Preservation 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.

  • 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.

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles