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Automation Risk Analysis

Will “Night Patrol Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Night Patrol 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%

“Night Patrol 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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles