QA Engineer – AI/ML

2 weeks ago


Bengaluru, Karnataka, India Zinnov Management Consulting Full time ₹ 15,00,000 - ₹ 20,00,000 per year

Key Responsibilities

  • Develop and maintain automated test suites for ML pipelines and data workflows using Python and Pytest
  • Validate data integrity and model performance using SQL and statistical metrics
  • Design QA strategies for scalable ML model deployment (batch, real-time, and streaming)
  • Ensure reproducibility, traceability, and auditability of ML experiments using MLflow
  • Collaborate with data scientists and ML engineers to identify testing bottlenecks early in the development cycle
  • Build and maintain continuous testing pipelines within AWS (especially with SageMaker, Lambda, S3, etc.)
  • Conduct performance testing of APIs and model endpoints in production
  • Help enforce best practices for version control, test coverage, and CI/CD integration

Required Qualifications

  • 3–6 years of QA or SDET experience in software or ML environments
  • Strong programming skills in Python (unit testing, scripting, API testing)
  • Proficiency in SQL for data validation, transformations, and test scenario building
  • Experience with Pytest or other test frameworks
  • Solid understanding of machine learning lifecycle, model validation, and data pipelines
  • Experience with MLflow for experiment tracking and model management
  • Hands-on experience with AWS services, especially SageMaker, S3, Lambda, EC2
  • Familiar with CI/CD pipelines and DevOps tools (e.g., GitHub Actions, Jenkins)

Job Types: Full-time, Permanent

Pay: Up to ₹2,000,000.00 per year

Benefits:

  • Health insurance
  • Provident Fund

Application Question(s):

  • Where do you stay in Bangalore?
  • What is your current Notice Period?

Work Location: In person



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