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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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles