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Automation Risk Analysis

Will “Rocket Motor Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Rocket Motor Tester” 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%

“Rocket Motor Tester” 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

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

  • 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.

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

Technologies & Software

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

Alternative Job Titles