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Automation Risk Analysis

Will “Rocket Engine 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 Engine 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 Engine 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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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  • Coordinate measuring machine software
  • Autodesk AutoCAD
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  • Cybermetrics GAGETrak
  • Apache Pig
  • SAP software
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  • Computer-aided inspection software
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  • Microsoft Visio
  • Database software
  • Label inspection systems
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  • Microsoft Office software
  • FileMaker Pro
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  • Verisurf Metrology
  • Data analysis software
  • Microsoft Excel
  • Computer assisted design software
  • Microsoft Word
  • Rockwell Automation AI
  • Design of experiments DOE software
  • Digital resistance thermometers
  • Return loss calibrator RLC passive component testers
  • Frequency counters
  • Compression testers
  • Sampling oscilloscopes
  • Resistance meters
  • Metallurgical microscopes
  • In-circuit testers
  • Power meters
  • Ammeters
  • Strain gauges
  • Pin gauges
  • Hipot testers
  • Height gauges
  • Ductility testers
  • Frequency meters
  • Signal generators
  • Color spectrometers
  • Pulse generators
  • Hardness testers
  • Resistivity meters
  • Plug gauges
  • Verisurf Master3DGage
  • Verisurf CMM Master
  • Depth gauges
  • Backplane testers
  • Optical gauges
  • Null-balance acceleration instruments
  • Printed circuit board PCB testers
  • Multimeters
  • Conductivity meters
  • Hydraulic pumps
  • Calipers
  • Eddy current flaw detectors
  • Optical comparators
  • Shock testers
  • Penetrant flaw detectors
  • Fatigue testers
  • Function generators
  • Forklifts
  • Digital voltmeters DVM
  • Radiographic flaw detectors
  • Logic test systems
  • Accelerometers
  • Shear testers
  • Bit error rate testers BERT
  • Calorimetric leak testers
  • Laser shearography flaw detectors
  • Direct current DC power testers
  • Magnetic particle flaw detectors
  • Beta gauges
  • Linear or mixed signal equipment
  • Resonance acceleration instruments
  • Impact toughness testers
  • Thread gauges
  • Laser thickness gauges
  • Sorting machines
  • Personal computers
  • Tensile testers
  • Continuity testers
  • Eddy current probes
  • Viscometers
  • Coordinate measuring machines CMM
  • Bubble leak testers
  • Moisture meters
  • Digital resistance meters
  • Pi tapes
  • Industrial bench scales
  • Capacitive acceleration instruments
  • Digital multimeters
  • Magnetic induction acceleration instruments
  • Manufacturing defect analyzers MDA
  • Vibration and shaker systems
  • Environmental chambers
  • Piezoelectric acceleration instruments
  • Plotters
  • Gloss meters
  • Creep and stress relaxation testers
  • Mass flow leak testers
  • Overhead cranes
  • Force transducers
  • Measuring microscopes
  • Micrometers
  • Impact hammers
  • Holographic interferometers
  • Verisurf 3Dgage
  • Hydraulic lifts
  • Utrasonic flaw detectors

Alternative Job Titles