Software Engineer in ML Engineering Platform

Software Engineer in ML Engineering Platform

Description

Founded in 2012, ByteDance’s mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment, and enterprise services – over 2.5 billion people interact with ByteDance products, including TikTok

Why Join Us
Creation is the core of ByteDance’s purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.
Together, we inspire creativity and enrich life – a mission we aim towards achieving every day.
To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At ByteDance, we create together and grow together. That’s how we drive impact – for ourselves, our company, and the users we serve.
Join us.

Team Intro
Founded in 2023, the ByteDance Doubao (Seed) Team, is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements.

With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US.

Leveraging substantial data and computing resources and through continued investment in these domains, we have developed a proprietary general-purpose model with multimodal capabilities. In the Chinese market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and is available to external enterprise clients via Volcano Engine. Today, the Doubao app stands as the most widely used AIGC application in China.

The Machine Learning (ML) System sub-team combines system engineering and the art of machine learning to develop and maintain massively distributed ML training and Inference system/services around the world, providing high-performance, highly reliable, scalable systems for LLM/AIGC/AGI. In our team, you’ll have the opportunity to build the large-scale heterogeneous system integrating with GPU/NPU/RDMA/Storage and keep it running stable and reliable, enrich your expertise in coding, performance analysis and distributed system, and be involved in the decision-making process. You’ll also be part of a global team with members from the United States, China and Singapore working collaboratively towards unified project direction.

Responsibilities
• Develop and maintain the machine learning system and platform, including training, inference, pipeline orchestration, to support core products;
• Build the large-scale systems for ML integrating with GPU, RDMA network and storage system;
• Enrich the end to end machine learning experience, and provide machine learning resources for all the ByteDance products.

Basic Qualifications
• Master and above degree in Computer Science or related disciplines
• Programming experience with at least one modern language such as C/C++, Golang, Python
• Experience contributing to the large scale systems, multi-tenant systems (architecture, reliability and scaling)
• Strong analytical abilities and problem-solving
• Good communication, self-motivation, engineering practice, documentation, etc.

Preferred Qualifications
• Experience contributing to GPU architecture, GPU cluster
• Familiar with Kubernetes / Kubeflow / YARN / Mesos orchestrations
• Familiar with at least one deep learning framework (TensorFlow, PyTorch, MXNet, or other)
• Familiar with the front-end and back-end technologies, such as Django / Flask / NodeJS / React, etc.

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

ByteDance is committed to providing reasonable accommodations during our recruitment process. If you need assistance or an accommodation, please reach out to us at [email protected].

Benefits

Not Specified