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Machine Learning Infrastructure Manager

3 weeks ago

Bellary, Karnataka, India beBeeMachineLearningOperations Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Job Overview:

We are seeking a Machine Learning Operations Specialist to deploy, monitor and scale machine learning models on cloud platforms.

  • Deploy, monitor and scale machine learning models on cloud platforms.
  • Build and maintain continuous integration and deployment pipelines for machine learning workflows.
  • Containerize and orchestrate workloads with Docker and Kubernetes; manage infrastructure via Terraform and CloudFormation.
  • Implement model registries, feature stores, and observability using MLflow and Prometheus/Grafana.
  • Collaborate with data scientists to operationalize machine learning models for personalization, recommendations and natural language processing.

Requirements:

  • Proficient in Python, machine learning frameworks and data pipelines.
  • Bachelor's or Master's degree in a relevant field.

Nice-to-Have:

  • Experience with subscription media or recommender systems.
  • Knowledge of experiment design and causal inference.
  • Exposure to real-time machine learning serving.