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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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles