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Automation Risk Analysis

Will “Engine Dynamometer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Engine Dynamometer 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%

“Engine Dynamometer 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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  • Dassault Systemes SolidWorks
  • Computer-aided inspection software
  • IBM Notes
  • Data entry software
  • IBM Lotus Notes
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  • Dassault Systemes CATIA
  • ChatGPT (OpenAI)
  • Statistical process control SPC data collection devices
  • Mistral (Mistral AI)
  • Selenium
  • Tolerance analysis software
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  • Force transducers
  • Penetrant flaw detectors
  • Digital multimeters
  • Magnetic induction acceleration instruments
  • Resistivity meters
  • Piezoelectric acceleration instruments
  • Laser thickness gauges
  • Capacitive acceleration instruments
  • Manufacturing defect analyzers MDA
  • Shear testers
  • Tensile testers
  • Viscometers
  • Calipers
  • Verisurf CMM Master
  • Personal computers
  • Resistance meters
  • Beta gauges
  • Height gauges
  • Bubble leak testers
  • Optical comparators
  • Multimeters
  • Null-balance acceleration instruments
  • Eddy current flaw detectors
  • Thread gauges
  • Signal generators
  • Compression testers
  • Gloss meters
  • Sorting machines
  • Environmental chambers
  • Moisture meters
  • Shock testers
  • Eddy current probes
  • In-circuit testers
  • Digital resistance meters
  • Hydraulic lifts
  • Measuring microscopes
  • Pi tapes
  • Plotters
  • Return loss calibrator RLC passive component testers
  • Ductility testers
  • Strain gauges
  • Direct current DC power testers
  • Pin gauges
  • Verisurf 3Dgage
  • Sampling oscilloscopes
  • Industrial bench scales
  • Digital resistance thermometers
  • Continuity testers
  • Holographic interferometers
  • Accelerometers
  • Conductivity meters
  • Color spectrometers
  • Power meters
  • Hipot testers
  • Fatigue testers
  • Linear or mixed signal equipment
  • Hardness testers
  • Frequency counters
  • Magnetic particle flaw detectors
  • Resonance acceleration instruments
  • Pulse generators
  • Function generators
  • Vibration and shaker systems
  • Laser shearography flaw detectors
  • Forklifts
  • Frequency meters
  • Creep and stress relaxation testers
  • Calorimetric leak testers
  • Ammeters
  • Optical gauges
  • Logic test systems
  • Digital voltmeters DVM
  • Impact toughness testers
  • Overhead cranes
  • Mass flow leak testers
  • Printed circuit board PCB testers
  • Micrometers
  • Coordinate measuring machines CMM
  • Verisurf Master3DGage
  • Hydraulic pumps
  • Depth gauges
  • Impact hammers
  • Bit error rate testers BERT
  • Radiographic flaw detectors
  • Utrasonic flaw detectors
  • Metallurgical microscopes
  • Backplane testers
  • Plug gauges

Alternative Job Titles