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Validation/QA supporting Data Scientist
Cognizant
New York
Posted 3 weeks ago
Validation/QA supporting Data Scientists
Job Description
- Support a team of data scientists as the machine learning models QA/validation SME
- Responsible for documenting the model Qualification Plan and Technical Specification documents in collaboration with the data scientists and project team.
- Document business and technical requirements for the ML model, including accuracy, performance, and functionality.
- Work closely with Subject Matter Experts to ensure thorough evaluation and testing of the model.
- Review and approve test cases to ensure model requirements and performance criteria are met.
- Generate summary reports as per the Qualification Plan.
- Interpret test results and provide feedback for improvement.
- **Skills Required**:
- Basic understanding of statistical analysis.
- Experience or familiarity with Computer System Validation/Quality Assurance practices in a Digital or IT organization
- Experience with programming languages such as Python, R, Java, and/or C++.
- Familiarity with the lifecycle of AI/ML projects and Software Development.
- Experience with AI/ML modeling, preferably in healthcare/life science data.
- Experience in Pharmaceutical manufacturing processes or chemical engineering background highly preferred