Machine Learning Quality Assurance Engineer

Job Title: Machine Learning Quality Assurance Engineer

Job Type: Permanent

Job Location: Hague, Netherlands

Language: Dutch Proficiency

Job Description:

The QA Engineer will ensure the quality and reliability of ML models and MLOps processes throughout the development lifecycle.

Develop comprehensive test plans and strategies that cover functional, non-functional, and regression testing for ML models and MLOps pipelines.

Define test cases for different scenarios, edge cases, and boundary conditions.

Perform functional testing to verify that all features and workflows meet requirements.

Conduct non-functional testing, including performance, scalability, and security testing in collaboration with the Security and Compliance team.

Define and track quality metrics like defect density, test coverage, and mean time to detect (MTTD).

Create automated test suites for model validation, including unit tests and integration tests.

Design and execute performance tests to ensure models meet scalability requirements

Implement data validation checks to maintain data quality throughout the ML lifecycle.

Collaborate with the ML Engineer to define and track quality metrics for models in production.

Develop and maintain documentation for testing procedures and quality standards.

Participate in code reviews to ensure adherence to best practices and coding standards.

Regards,

sivaranjani

sivar@falconsmartit.com