VS01748 - AI Engineer + ML ops

8+ years of experience in AI/ML engineering, machine learning, or related technical roles.

Strong hands-on programming experience in Python.

Solid understanding of machine learning algorithms and model development.

Practical experience implementing MLOps pipelines and deploying ML models into production.

Experience with tools such as MLflow, Kubeflow, or equivalent model lifecycle platforms.

Hands-on experience with Docker, Kubernetes, Git, and CI/CD tools.

Experience with cloud platforms such as AWS SageMaker, Azure Machine Learning, or Google Vertex AI.

Knowledge of model monitoring, model registry, experiment tracking, and automated retraining.