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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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles