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Automation Risk Analysis

Will “Lamp Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Lamp Tester” 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 Tester” 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles