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Automation Risk Analysis

Will “Shuttle Final 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 Final 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 Final 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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles