Responsibilities
- Design and build large-scale container-based cluster management and orchestration systems for performance, scalability, and resilience.
- Architect cloud-native GPU and AI accelerator infrastructure for secure, cost-efficient ML platforms.
- Develop inference solutions using vLLM, SGLang, TensorRT-LLM, and other LLM engines.
- Track advances in Kubernetes, Ray, AI/ML, LLM infrastructure, and systems research and integrate applicable practices into production.
- Write maintainable, testable, scalable, production-ready code.
- Collaborate across global and cross-functional teams and contribute to open-source infrastructure.
Requirements
- Bachelor’s or master’s degree in computer science, computer engineering, or a related field with five years of relevant experience; Ph.D. candidates with strong systems or ML publications may also be considered.
- Strong understanding of large-model inference, distributed and parallel systems, and/or high-performance networking systems.
- Hands-on experience building cloud or ML infrastructure involving resource management, scheduling, request routing, monitoring, or orchestration.
- Solid knowledge of Docker and Kubernetes.
- Proficiency in at least one of Go, Rust, Python, or C++.
- Preferred experience contributing to or operating large-scale cluster-management systems such as Kubernetes or Ray.
- Preferred experience with workload scheduling, GPU orchestration, scaling, and isolation in production.
- Preferred hands-on experience with CUDA or inference engines such as vLLM, SGLang, and TensorRT-LLM.
- Preferred familiarity with AWS, Azure, GCP, SageMaker, Azure ML, and Vertex AI.
- Preferred knowledge of Ray, DeepSpeed, PyTorch, and distributed training or inference platforms.
- Strong communication and cross-functional collaboration skills, with an interest in system efficiency, performance optimization, and open-source innovation.
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.