Innovative Machine Learning Engineer

2 days ago


Vadodara, Gujarat, India beBeeMachineLearningEngineer Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

We are seeking an experienced professional to design and develop innovative machine learning models using Python, with a strong focus on deployment and management using AWS SageMaker. The ideal candidate will have a solid understanding of the ML lifecycle, including model development, training, validation, deployment, and monitoring.

Key Responsibilities:

  • Model Development: Design and develop cutting-edge machine learning models using popular frameworks and tools like scikit-learn, PyTorch, xgboost, lightgbm, and mlflow
  • API Development: Develop and maintain APIs using FastAPI, Flask, or Django to integrate ML solutions into business processes
  • Collaboration: Work closely with cross-functional teams to ensure seamless integration of ML solutions
  • Performance Monitoring: Continuously monitor and improve the performance of deployed ML models

Requirements:

  • Python Programming: 5+ years of experience in Python programming
  • AWS SageMaker: 4+ years of experience in using AWS SageMaker for deployment and management of ML models
  • API Development: 3+ years of experience in developing APIs using FastAPI, Flask, or Django
  • ML Frameworks: 3+ years of experience in working with popular ML frameworks and tools
  • ML Lifecycle: Solid understanding of the ML lifecycle, including model development, training, validation, deployment, and monitoring

Preferred Qualifications:

  • H2O.ai: Good knowledge of H2O.ai and its capabilities
  • Docker and Kubernetes: Experience with containerization using Docker and orchestration using Kubernetes


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