Senior Machine Learning Operations Expert

7 days ago


Mumbai, Maharashtra, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000

We are looking for a Senior Machine Learning Operations Expert to lead and support the end-to-end deployment, monitoring, and optimization of machine learning and data-driven applications across cloud platforms.

You will collaborate with data scientists, engineers, and business stakeholders to ensure scalable, secure, and highly available ML systems.

Key Responsibilities
  • Lead end-to-end ML pipeline development, deployment, and monitoring across GCP and Azure.
  • Build and maintain CI/CD pipelines using tools like ArgoCD, Git, and Docker.
  • Automate and optimize ML model training, validation, deployment, and scaling using Kubernetes, Kubeflow, or similar orchestration platforms.
  • Develop data processing workflows using Python and PySpark on distributed systems.
  • Implement observability using tools like Grafana, NewRelic, and cloud-native monitoring solutions.
  • Collaborate with Data Scientists to transition research into production-grade solutions.
Required Skills & Experience
  • ~9+ years of hands-on experience in MLOps roles.
  • ~Strong proficiency in Python and PySpark with clean and scalable code practices.
  • ~Expertise in GCP and Azure cloud platforms – including compute, storage, and networking components.
  • ~Proven experience in deploying and managing containerized applications using Docker and Kubernetes.
  • ~Experience in monitoring, logging, and alerting using tools such as Grafana, NewRelic, Prometheus, or similar.
Benefits
  • Exposure to Vertex AI Pipeline in GCP or similar in other clouds is a plus.


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