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Automation Risk Analysis

Will “Mold Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Mold Inspector” 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%

“Mold Inspector” 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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • 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.

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

Alternative Job Titles