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Automation Risk Analysis

Will “Parachute Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Parachute 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%

“Parachute 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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles