ML Architect

We are looking for a ML Architect to collaborate with Data Scientists and AI/ML community across BUs, Data Engineering, SMEs, and technical leads to help evangelize and translate business problems into scalable ML solutions across the client.

This role will be responsible for:

·        Define model serving strategies (batch, real-time, streaming inference)

·        Design and implement ML Experimentation Platform, HPO, standardization of ML pipelines and ML Metadata Storage.

·        Develop and maintain the feature repository, model governance and compliance.

·        Build and own the ML Portfolio based on BU needs.

·        Support ML Infrastructure as an administrator on Databricks, Snowflake and Sagemaker.

·        Own and publish best practices.

Requirements

Requirements

·        5-7 years of experience in ML System Architecture & Design

·        Experienced with Databricks, Snowflake, SageMaker.

·        Should have experience with Performance Optimization and Model Monitoring setup.