Data Science Engineer

1 week ago

Vadodara, Gujarat, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 30,00,000

Job Overview:

Prior to 2+ years of experience working with Machine Learning Operations & Data Science is essential.

Key Responsibilities:

  • Deploy, monitor and scale ML models on cloud platforms such as AWS (SageMaker, EKS, Lambda) or GCP (Vertex AI, GKE, Cloud Functions).
  • Build and maintain 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 ML models for personalization, recommendations, NLP.

Required Skills:

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

Preferred Qualifications:

  • Real-time ML serving, A/B testing, or media/recommender systems.

Nice-to-Have:

  • Knowledge of experiment design & causal inference.
  • Exposure to real-time ML serving (KFServing, Seldon, Ray Serve).

Education:

  • Btech /Mtech

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