Perennial Systems- Machine Learning Engineer

Experience: 3 to 4 years
Role- Machine Learning Engineer
Remote, Pune

Perennial Systems is looking for a skilled Machine Learning Engineer with hands-on experience deploying models on Google Cloud Platform (GCP) using Vertex AI. This role involves enabling real-time and batch model inferencing based on specific business requirements, with a strong focus on production-grade ML deployments.

Key Responsibilities:

* Deploy machine learning models on GCP using Vertex AI.

* Design and implement real-time and batch inference pipelines.

* Monitor model performance, detect drift, and manage lifecycle.

* Ensure adherence to model governance best practices and support ML-Ops workflows.

* Collaborate with cross-functional teams to support Credit Risk, Marketing, and Cust...