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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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles