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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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles