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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

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

  • Position products, components, or parts for testing.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles