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Automation Risk Analysis

Will “Shuttle Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Shuttle 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%

“Shuttle 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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles