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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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • 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.

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles