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Automation Risk Analysis

Will “QA Tech (Quality Assurance Technician)” be Automated?

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AI Exposure Risk

56%

“QA Tech (Quality Assurance Technician)” 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%

“QA Tech (Quality Assurance Technician)” 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

  • Participate in internal assessments and audits as required.

  • Identify and troubleshoot equipment problems.

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

  • Calibrate, validate, or maintain laboratory equipment.

  • Train other analysts to perform laboratory procedures and assays.

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

  • Supply quality control data necessary for regulatory submissions.

  • Perform visual inspections of finished products.

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

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

  • Coordinate testing with contract laboratories and vendors.

  • 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.

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

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

  • Compile laboratory test data and perform appropriate analyses.

  • Investigate or report questionable test results.

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

  • Write or revise standard quality control operating procedures.

  • Ensure that lab cleanliness and safety standards are maintained.

  • Develop and qualify new testing methods.

  • Receive and inspect raw materials.

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

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

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

  • Identify quality problems and recommend solutions.

Technologies & Software

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

Alternative Job Titles