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Automation Risk Analysis

Will “Laboratory Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Laboratory 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%

“Laboratory 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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles