Responsibilities
- Design and implement global-scale machine learning systems for feeds, ads, and search ranking models.
- Improve the usability and flexibility of machine learning infrastructure.
- Improve model training and serving workflows, data pipelines, storage systems, and resource management for multi-tenant machine learning systems.
- Design and develop key components of ML infrastructure.
- Mentor interns.
Requirements
- At least 5 years of experience developing and deploying large-scale systems.
- Proficiency in C, C++, CUDA, and Python with solid programming skills.
- Familiarity with TensorFlow and PyTorch.
- Experience improving core machine learning infrastructure using TensorFlow, PyTorch, and JAX.
- Preferred: experience contributing to an open-source machine learning framework such as TensorFlow or PyTorch.
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. 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. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.