Senior Machine Learning Architect

6 days ago


Pune, Maharashtra, India beBeeMachine Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Opportunity for a Senior Machine Learning Architect

Job Description:

  • We are seeking a highly skilled Senior Machine Learning Architect to join our team. The ideal candidate will have 14-16 years of total experience with 3-5 years of relevant experience on Sagemaker AI.
  • The successful candidate will be responsible for structuring a ML system as modular ML pipelines that can be independently developed, tested, and operated.
  • They will ensure the consistency of feature data between offline training and online operations.
  • The candidate will govern data in a feature store and promote collaboration between teams with a feature store.
  • They will implement MLOps principles of automated testing, versioning, and monitoring of features and models.
  • The successful candidate will train ML models from (time-series) tabular data in a feature store.
  • They will personalize LLMs using fine-tuning and RAG.
  • The candidate will validate models using evaluation data from a feature store.
  • They will identify and develop reusable model-independent features.
  • The successful candidate will develop user-interfaces to ML systems.


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