Role & responsibilities:

- 6 - 8 years of experience in software testing and test automation, with practical exposure to AI/ML or data-intensive applications.

- Robust programming expertise in Python and hands-on experience with PyTest or equivalent test frameworks.

- Good understanding of supervised and unsupervised machine learning concepts, model lifecycle, feature engineering, and statistical validation.

- Hands-on knowledge of model evaluation metrics for classification, regression, forecasting, and imbalanced datasets.

- Experience testing data pipelines, APIs, microservices, databases, and batch-processing workflows.

- Experience with Git-based workflows and CI/CD pipelines.

- Working knowledge of ML-Ops concepts such as model registry, experiment tracking, deployment, monitoring, drift, and retraining.

- Knowledge of Azure, AWS, Databricks, or equivalent cloud/data platforms.

- Familiarity with SQL and relational or NoSQL databases.

📌 Lead Automation Test Engineer - Machine Learning (Bengaluru)
🏢 Cigres Technologies
📍 Bengaluru