Machine Learning Engineer

Perennial Systems is seeking a Machine Learning Engineer to deploy models on Google Cloud Platform (GCP) using Vertex AI. This role involves enabling real-time and batch model inferencing based on business requirements, with a focus on production-grade ML deployments. Responsibilities include deploying models on GCP using Vertex AI, designing inference pipelines, monitoring model performance, ensuring model governance, and collaborating with cross-functional teams. The engineer will also develop scalable code in Python and SQL, work with diverse datasets, perform feature engineering, and build predictive models. Experience in retail banking, particularly with Credit Risk, Marketing, and Customer Service use cases, is beneficial.