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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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles