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Automation Risk Analysis

Will “Hose Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hose 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%

“Hose 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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles