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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles