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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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles