Machine Learning Specialist

1 week ago


Kollam, Kerala, India beBeeMachine Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Job Opportunity:

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About the Role:

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We are seeking an experienced professional in machine learning to join our organization. The ideal candidate will have a strong background in Python, experience with ML frameworks and tools, and a solid understanding of continuous integration and deployment pipelines.

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Main Responsibilities:

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  • Design, develop, and deploy machine learning models using Python and various ML frameworks (e.g., scikit-learn, PyTorch, xgboost, lightgbm)">
  • Experience with AWS Sagemaker for deployment of ML pipelines and ML models">
  • Develop APIs using FastAPI, Flask, or Django">
  • Implement ETL processes for ML pipelines using PySpark, Kafka, and AWS EMR Serverless">
  • Good understanding of containerization using Docker and orchestration using Kubernetes (optional)
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Requirements:

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  • 5+ years of experience in Python programming">
  • 4+ years of experience in using AWS Sagemaker">
  • 3+ years of development experience in APIs using FastAPI, Flask, or Django">
  • 3+ year of experience in ML frameworks & tools like scikit-learn, PyTorch, xgboost, lightgbm, mlflow">
  • Solid understanding of ML lifecycle: model development, training, validation, deployment, and monitoring">
  • Solid understanding of CI/CD pipelines specifically for ML workflows
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Desirable Skills:

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  • Experience with H2O.ai">
  • Good to have experience in containerization using Docker and orchestration using Kubernetes


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