Machine Learning Infrastructure Specialist

8 hours ago


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

A seasoned Machine Learning Infrastructure Specialist is sought after to lead the development and implementation of scalable machine learning models on cloud platforms. This individual will have a strong foundation in software engineering and machine learning, with prior experience working with ML Ops & DS, deploying, monitoring, and scaling ML models on cloud platforms such as AWS or GCP.

Key Responsibilities:
  • Deploy, monitor, and scale ML models on cloud platforms
  • Build and maintain CI/CD pipelines for ML workflows using GitHub Actions, Jenkins, or cloud-native tools
  • 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
Skills and Qualifications:
  • Proficient in Python, ML frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL)
  • Experience with real-time ML serving, A/B testing, or media/recommender systems is a plus
  • Nice-to-have: experience with subscription, media, or recommender systems, knowledge of experiment design and causal inference
  • Exposure to real-time ML serving (KFServing, Seldon, Ray Serve) is also beneficial
We Offer:
  • A dynamic environment that fosters collaboration and innovation
  • Opportunities for growth and professional development
  • Flexible work arrangements to support work-life balance
About the Role:
  • This is an exciting opportunity to join our team as a Machine Learning Infrastructure Specialist
  • As a member of our team, you will be responsible for leading the development and implementation of scalable machine learning models on cloud platforms
  • You will collaborate with cross-functional teams to drive innovation and achieve business goals


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