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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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles