Senior QA Engineer
2 weeks ago
Project description- We are looking for a skilled Senior QA Engineer with a strong background in both manual testing and automation, particularly in Python-based frameworks. You need to have 7+ years of experience in end-to-end quality assurance processes and a solid understanding of test automation, test data management, and data engineering workflows. Exposure to AI/ML model testing is highly desirable.
In this role, you'll collaborate closely with data engineers, ML scientists, and developers to ensure the reliability and accuracy of data pipelines and AI-driven systems through rigorous testing practices. Responsibilities
- Test Strategy & Planning
- Design comprehensive test strategies covering manual, automated, regression, integration, and data validation testing.
- Participate in requirements reviews, sprint planning, and user story grooming to ensure testability and completeness.
- Manual & Functional Testing
- Perform exploratory and structured manual testing of data-driven applications, APIs, and AI/ML workflows.
- Validate data transformations, model predictions, and business logic against acceptance criteria.
- Automation Engineering
- Build and maintain automated regression test suites using Python and appropriate testing frameworks (e.g., Pytest, Playwright, or Selenium).
- Integrate automated tests into CI/CD pipelines and ensure stable, repeatable execution across environments.
- Implement test data management strategies, including synthetic data generation and data mocking for AI testing.
- AI & Data Engineering Validation
- Validate data pipelines, feature engineering steps, and AI model outputs for consistency, accuracy, and reliability.
- Test ML model input/output correctness, edge cases, and model drift detection logic.
- Collaboration & Reporting
- Work closely with data engineers, ML engineers, and product teams to resolve bugs and improve test coverage.
- Log detailed defects, maintain test artifacts, and provide clear test execution reports. Skills
- Must have
- 7+ years of QA experience in both manual and automation testing.
- Strong hands-on experience with Python for writing automated test scripts.
- Solid understanding of test automation frameworks, best practices, and design patterns.
- Knowledge of Test Data Management strategies and tools.
- Experience in creating and maintaining automated regression suites.
- Exposure to AI/ML model testing and data pipeline validation.
- Nice to have
- N/A
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