[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 leading technology company reputed company on inspiring creativity and enriching life. They are seeking a Student Researcher to research and reputed company machine learning systems, manage cross-layer optimization, and improve efficiency 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
- 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
- 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 hired in first half of year, 40 if hired in second half of year)
- Housing allowance
reputed company
Company H1B Sponsorship