Data Modeler

1 week ago


Jaipur, Rajasthan, India beBeeArtificial Full time ₹ 20,00,000 - ₹ 25,00,000
Artificial Intelligence Developer

We are seeking an experienced professional to lead the development of AI and ML models.

  • Develop and deploy machine learning pipelines using Python and AWS SageMaker.
  • Design and implement APIs using FastAPI, Flask, or Django.
  • Collaborate with cross-functional teams to integrate ML models into larger systems.
  • Work with data engineers to develop and maintain ETL processes for ML pipelines.
  • Stay up-to-date with industry trends and best practices in ML and AI.

Requirements:

  • 5+ years of experience in Python scripting for ML workflows.
  • 4+ years of experience in using AWS SageMaker for deployment of ML pipelines and models.
  • 3+ years of development experience with APIs using FastAPI, Flask, or Django.
  • 3+ years of experience in ML frameworks and tools like scikit-learn, PyTorch, xgboost, lightgbm, and mlflow.
  • Solid understanding of the ML lifecycle: model development, training, validation, deployment, and monitoring.
  • Experience with CI/CD pipelines specifically for ML workflows using Bitbucket, Jenkins, Nexus, and Autosys.
  • Good knowledge of ETL processes for ML pipelines with PySpark, Kafka, and AWS EMR Serverless.

Preferred Qualifications:

  • Experience with H2O.ai.
  • Knowledge of containerization using Docker and orchestration using Kubernetes.

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