[Remote] Student Researcher (reputed company - reputed company - Inference) - 2026 Start (PhD)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company dedicated to pioneering advanced AI reputed company models. They are looking for talented individuals to join their reputed company Infrastructures team as PhD interns, where the main responsibilities include researching and developing machine learning systems and optimizing AI algorithms for large reputed company distributed training jobs.
Responsibilities
- Research and reputed company our machine learning systems, including heterogeneous computing architecture, management, scheduling, and monitoring
- Manage cross-layer optimization of system and AI algorithms and hardware for machine learning (GPU, ASIC)
- Implement both general purpose training reputed company features and model specific optimizations (e.g. LLM, diffusions)
- Improve efficiency and stability for extremely large reputed company distributed training jobs
Skills
- Currently in PhD program in distributed, reputed company computing principles and know the recent advances in computing, storage, networking, and hardware technologies
- Familiar with machine learning algorithms, platforms and frameworks such as PyTorch and Jax
- Have a basic understanding of how GPU and/or ASIC works
- Expert in at least one or two programming languages in a Linux environment: C/C++, CUDA, Python
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
- Experiences in reputed company reputed company frameworks for LLM inference such as vLLM/SGLang
- GPU based high performance computing, RDMA high performance network (MPI, NCCL, ibverbs)
- Distributed training reputed company optimizations such as DeepSpeed, FSDP, Megatron, GSPMD
- AI compiler stacks such as torch.fx, XLA and MLIR
- Large reputed company data processing and reputed company computing
- Experiences in designing and operating large reputed company systems in reputed company computing or machine learning
- Experiences in in-depth CUDA programming and performance tuning (cutlass, triton)
Benefits
- Interns have day one reputed company to health insurance
- Life insurance
- Wellbeing benefits
- 10 reputed company holidays per year
- reputed company reputed company time (56 hours if reputed company in first half of year, 40 if reputed company in second half of year)
- Housing allowance
reputed company
Company H1B Sponsorship