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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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

  • 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.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles