Get to Know the Team
The Grab ML Platform team empowers teams across the company to harness the power of machine learning. We're building cutting-edge tools and infrastructure to drive innovation and automation throughout Grab.
Get to Know the Role
As a machine learning engineer in the ML Platform team at Grab, you will contribute to the creation and maintenance of our machine learning infrastructure. You will help drive the set-up of robust and scalable solutions for model training, deployment, and monitoring.
You will report to the Senior Machine Learning Engineering and work onsite at our office based in Petaling Jaya
The Critical Tasks You Will Perform
- You will work with the Machine Leaning Platform team to design and develop the infrastructure to support distributed data processing and model training.
- You will utilize GitOps to ensure the reproducibility of the system's cloud infrastructure on different Kubernetes clusters.
- You will be responsible for developing and integrating monitoring and alerting within Grab's monitoring stack powered by Datadog, Prometheus, and Grafana.
- You will also contribute to the creation of runbooks and DevOps guides.
- You will work with our product team to socialize and support the use of MLOps tools and processes.
- You will be responsible for supporting users in deploying, monitoring, and managing their machine learning models.