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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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles