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Automation Risk Analysis

Will “Microbiology Quality Control Technician (Microbiology QC Tech)” be Automated?

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AI Exposure Risk

56%

“Microbiology Quality Control Technician (Microbiology QC Tech)” 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

46%

“Microbiology Quality Control Technician (Microbiology QC Tech)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Quality Control Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.

Job Title & Hierarchy Code (SOC) Quality Control Analysts #19-4099.01
ℹ️

Data is based on the reference occupation: “Quality Control Analysts”

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Core Skills & Abilities

  • Prepare or review required method transfer documentation including technical transfer protocols or reports.

  • Evaluate analytical methods and procedures to determine how they might be improved.

  • Write or revise standard quality control operating procedures.

  • Perform validations or transfers of analytical methods in accordance with applicable policies or guidelines.

  • Review data from contract laboratories to ensure accuracy and regulatory compliance.

  • Ensure that lab cleanliness and safety standards are maintained.

  • Calibrate, validate, or maintain laboratory equipment.

  • Develop and qualify new testing methods.

  • Serve as a technical liaison between quality control and other departments, vendors, or contractors.

  • Identify quality problems and recommend solutions.

  • Compile laboratory test data and perform appropriate analyses.

  • Evaluate new technologies and methods to make recommendations regarding their use.

  • Supply quality control data necessary for regulatory submissions.

  • Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses.

  • Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.

  • Coordinate testing with contract laboratories and vendors.

  • Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples.

  • Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms.

  • Perform visual inspections of finished products.

  • Investigate or report questionable test results.

  • Participate in out-of-specification and failure investigations and recommend corrective actions.

  • Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.

  • Train other analysts to perform laboratory procedures and assays.

  • Participate in internal assessments and audits as required.

  • Receive and inspect raw materials.

  • Identify and troubleshoot equipment problems.

Technologies & Software

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  • FileMaker Pro
  • Scite AI
  • Microsoft Access
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  • SmartBear Software AutomatedQA TestComplete
  • SmugMug Flickr
  • Microsoft Visual Basic
  • Microsoft Word
  • Microsoft Windows
  • Mistral AI (chat/models)
  • Microsoft Internet Information Services (IIS)
  • Structured query language SQL
  • Microsoft Office software
  • IBM Notes
  • Microsoft Visual Studio Test Professional
  • IBM Rational Functional Tester
  • Parasoft SOAtest
  • Spreadsheet software
  • Llama (Meta)
  • Relational database management software
  • Gemini for Workspace
  • Qwen (Alibaba)
  • Elicit
  • Mistral (Mistral AI)
  • SAP software
  • Selenium
  • Perplexity AI
  • JavaScript
  • LabWare LIMS
  • Hewlett Packard QuickTest Professional
  • Kimi (Moonshot AI)
  • Atlassian JIRA
  • DeepSeek
  • Microsoft Internet Explorer
  • SAP BusinessObjects Crystal Reports
  • Code profilers
  • Laboratory information management system LIMS
  • IBM Rational Robot
  • Microsoft PowerPoint
  • Microsoft SQL Server
  • Extensible markup language XML
  • Sparta Systems TrackWise
  • dBASE
  • Database software
  • ChatGPT (OpenAI)
  • Test automation software
  • Claude (Anthropic)
  • National Instruments LabVIEW
  • Borland SilkTest
  • Adobe Acrobat
  • Semantic Scholar AI
  • Microsoft Outlook
  • Hypertext markup language HTML
  • The MathWorks MATLAB
  • Eko
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  • Consensus
  • Microsoft Project
  • Minitab
  • C
  • Microsoft SharePoint
  • NotebookLM (Google)
  • Textile moisture meters
  • Wastewater samplers
  • Ultrasonic thickness gauges
  • Total organic carbon TOC analyzers
  • Sonicators
  • Microfilm systems
  • Autosamplers
  • High performance liquid chromatography systems
  • Levelmeters
  • Surface profile gauges
  • Absorbance spectrophotometers
  • Tachometers
  • Adhesion testers
  • Stroboscopes
  • Thermal cyclers
  • Dynamometers
  • Incubators
  • Durometers
  • Imaging systems
  • pH meters
  • Torque testers
  • Coating thickness gauges
  • Dew point meters
  • Spark Testers
  • Mass spectrometers
  • Copy machines
  • Flowmeters
  • Gas chromatographs
  • Torque wrenches
  • Micrometers
  • Bolt tension meters
  • Fluorescence spectrophotometers
  • Tension meters
  • Gel electrophoresis systems
  • Sonic testers
  • Personal computers
  • Force gauges
  • Laser facsimile machines
  • Replica Tape
  • Ultraviolet spectroscopes
  • Gel casters
  • Vibration meters
  • Ultrasonic flaw detectors