AI System Architect

3 days ago

Pune, Maharashtra, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000

This is a high-level position that involves designing and implementing machine learning systems. The system architect will work with cross-functional teams to create data pipelines, implement model training, and deploy models in real-time.

  • Implement MLOps principles for automated testing, versioning, and monitoring of features and models.
  • Train ML models from time-series tabular data in a feature store
  • Develop user-interfaces to ML systems
Main Responsibilities:

The successful candidate will have 14 – 16 years of total experience, 3 – 5 years of relevant experience on Sagemaker AI, and the following skills:
• Structure a ML system as modular ML pipelines
• Ensure consistency of feature data between offline training and online operations
• Implement and manage data governance in a feature store
• Develop model-independent reusable features
• Personalize LLMs using fine-tuning and RAG
• Validate models using evaluation data from a feature store
• Log and monitor features and models

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