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Automation Risk Analysis

Will “Surveillance Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Surveillance 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%

“Surveillance 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 or test raw materials, parts, or products to determine compliance with environmental standards.

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles