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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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

Alternative Job Titles