Machine Learning Operations Engineer

3 days ago


Vadodara, Gujarat, India beBeeMachineLearning Full time ₹ 15,00,000 - ₹ 25,00,000
Job Title: Machine Learning Operations Engineer

Prior experience working with machine learning operations and data science is required for this role.

Key Responsibilities:

Deploy, monitor, and scale machine learning models on cloud platforms using AWS SageMaker or GCP Vertex AI.

Build and maintain continuous integration/continuous deployment pipelines for machine learning workflows using GitHub Actions or Jenkins.

Containerize and orchestrate workloads with Docker and Kubernetes; manage infrastructure via Terraform or CloudFormation.

Implement model registries, feature stores, and observability using MLflow, Feast, Prometheus, or Grafana.

Collaborate with data scientists to operationalize machine learning models for personalization, recommendations, and natural language processing.

Proficient in Python, machine learning frameworks such as Scikit-learn, TensorFlow, and PyTorch, and data pipelines like Airflow, Spark, and SQL.

Bonus: experience with real-time machine learning serving or media/recommender systems.

Nice-to-Have:

Experience with subscription or recommender systems.

Knowledge of experiment design and causal inference.

Exposure to real-time machine learning serving using KFServing or Seldon.



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