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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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles