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Automation Risk Analysis

Will “Fire Alarm Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Fire Alarm 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%

“Fire Alarm 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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles