Software Engineer - Platform

Overview:
We are seeking highly motivated and skilled systems engineers to join our team to help in developing the CentML platform that offers a cost-effective infrastructure for serving and training large scale machine learning models. As a systems engineer, you will play a crucial role in building a unified solution that brings our innovative in-house technologies such as Hidet compiler, DeepView, and other ML optimizations into a single, cohesive platform. Your expertise will drive the scalability, performance, and reliability of the platform, enabling our customers to seamlessly access and utilize a comprehensive suite of ML services that we offer.

Responsibilities:

1. Taking part in the design and development of the CentML platform.
2. Designing and building solutions for scheduling large scale ML training and inference workloads on GPU clusters over multiple CSPs.
3. Communicate with our product teams and define use cases, and develop methodology & benchmarks to evaluate different approaches.

Qualifications:

1. Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Graduate degree with research experience is a plus.
2. Experience building large scale systems from scratch. Prior experience in container-based deployment systems like Kubernetes is a big plus.
3. Strong coding skills (in at least one of Python and C++).
4. Solid fundamentals in other computer science and computer engineering topics: algorithms and data structures, operating systems, computer architecture, etc.