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Automation Risk Analysis

Will “Hull Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hull 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%

“Hull 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

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

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

  • 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.

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

  • 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.

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles