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Automation Risk Analysis

Will “Diesel 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%

“Diesel 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%

“Diesel 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

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

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

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

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles