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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles