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Automation Risk Analysis

Will “Aluminum Boat Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Aluminum Boat 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%

“Aluminum Boat 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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles