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Automation Risk Analysis

Will “Quality Assurance Monitor (QA Monitor)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Quality Assurance Monitor (QA Monitor)” 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%

“Quality Assurance Monitor (QA Monitor)” 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

  • 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.

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

Alternative Job Titles