Senior Machine Learning Operations Specialist

2 weeks ago

India beBeeMachineLearning Full time ₹ 1,04,000 - ₹ 1,30,878
ML Engineer

We are seeking a seasoned Machine Learning Engineer to join our team.

Responsibilities:

  • Design, deploy, and scale machine learning models on cloud platforms (AWS or GCP).
  • Build and maintain continuous integration/continuous deployment (CI/CD) pipelines for ML workflows using GitHub Actions/Jenkins/cloud-native tools.
  • Containerize and orchestrate workloads with Docker/Kubernetes, manage infrastructure via Terraform/CloudFormation.
  • Implement model registries, feature stores, and observability using MLflow, Feast, Prometheus/Grafana.
  • Collaborate with data scientists to operationalize machine learning models for personalization, recommendations, NLP.
  • Proficient in Python, machine learning frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL).
  • Bonus: experience with real-time machine learning serving, A/B testing, or media/recommender systems.

Nice to have:

  • Experience with subscription, media, or recommender systems.
  • Knowledge of experiment design & causal inference.
  • Exposure to real-time machine learning serving (KFServing, Seldon, Ray Serve).

Education:

  • Btech / Mtech

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