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Automation Risk Analysis

Will “Fuel Testing Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Fuel Testing Technician” 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%

“Fuel Testing Technician” 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

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

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

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

Alternative Job Titles