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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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles