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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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles