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Automation Risk Analysis

Will “Lamp Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Lamp 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%

“Lamp 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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles