QA Architect - R01571456
BengaluruFull-time7–13 yrsPosted over a month ago
Senior quality assurance role at Brillio in Bengaluru. Needs 7+ years and a B.Sc, B.Tech or B.E..
About the role
QA Architect - R01571456 at Brillio. Design and implement automated testing strategies for AI and data science outputs, ensuring accuracy and reliability across models and pipelines.
What you'll do
- Design and implement automated testing strategies for AI and data science outputs, ensuring accuracy and reliability across models and pipelines
- Develop and maintain robust evaluation and validation frameworks for backend and frontend components, leveraging statistical and machine learning techniques
- Collaborate with data scientists and engineers to define test cases, hypotheses, and statistical metrics for model assessment and improvement
- Integrate advanced statistical tests such as T-Test, Z-Test, and regression analyses into automated QA workflows to validate model performance
- Utilize tools like Great Expectations, Evidently AI, and specific machine learning frameworks (TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, MXNet) to monitor, track
What you need
- Test automation
- Python
- Machine learning
- TensorFlow
- Test cases
- R
Good to have
- CI/CD
- MLOps
- SAS
- SPSS
- PyTorch
- Spark