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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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Alternative Job Titles