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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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles