ByteDance
Student Researcher (Doubao (Seed) - Machine Learning System) - 2025 Start (PhD)
ByteDance, San Jose, California, United States, 95199
Overview
Join to apply for the
Student Researcher (Doubao (Seed) - Machine Learning System) - 2025 Start (PhD)
role at
ByteDance .
The Student Researcher position provides unique opportunities that go beyond the constraints of our standard internship program, allowing for flexibility in duration, time commitment, and location of work. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to ByteDance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Responsibilities
Research and develop 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 framework features and model specific optimizations (e.g. LLM, diffusions).
Improve efficiency and stability for extremely large scale distributed training jobs.
Qualifications Minimum Qualifications
Currently in PhD program in distributed, parallel 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 basic understanding of how GPU and/or ASIC works.
Expert in at least one or two programming languages in 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.
Preferred Qualifications
GPU based high performance computing, RDMA high performance network (MPI, NCCL, ibverbs).
Distributed training framework optimizations such as DeepSpeed, FSDP, Megatron, GSPMD.
AI compiler stacks such as torch.fx, XLA and MLIR.
Large scale data processing and parallel computing.
Experiences in designing and operating large scale systems in cloud computing or machine learning.
Experiences in in-depth CUDA programming and performance tuning (cutlass, triton).
Job Information Compensation Description (Hourly) - Campus Intern
The hourly rate range for this position in the selected city is $60- $60.
Benefits may vary depending on the nature of employment and the country work location. Interns have day one access to health insurance, life insurance, wellbeing benefits and more. Interns also receive 10 paid holidays per year and paid sick time (56 hours if hired in first half of year, 40 if hired in second half of year). Interns who are not working 100% remote may also be eligible for housing allowance.
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
Los Angeles County Fair Chance Act Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
About Doubao (Seed) 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.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an Always Day 1 mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion 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.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
Seniority level
Internship
Employment type
Internship
Job function
Other
Industries
Software Development
#J-18808-Ljbffr
Student Researcher (Doubao (Seed) - Machine Learning System) - 2025 Start (PhD)
role at
ByteDance .
The Student Researcher position provides unique opportunities that go beyond the constraints of our standard internship program, allowing for flexibility in duration, time commitment, and location of work. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to ByteDance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Responsibilities
Research and develop 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 framework features and model specific optimizations (e.g. LLM, diffusions).
Improve efficiency and stability for extremely large scale distributed training jobs.
Qualifications Minimum Qualifications
Currently in PhD program in distributed, parallel 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 basic understanding of how GPU and/or ASIC works.
Expert in at least one or two programming languages in 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.
Preferred Qualifications
GPU based high performance computing, RDMA high performance network (MPI, NCCL, ibverbs).
Distributed training framework optimizations such as DeepSpeed, FSDP, Megatron, GSPMD.
AI compiler stacks such as torch.fx, XLA and MLIR.
Large scale data processing and parallel computing.
Experiences in designing and operating large scale systems in cloud computing or machine learning.
Experiences in in-depth CUDA programming and performance tuning (cutlass, triton).
Job Information Compensation Description (Hourly) - Campus Intern
The hourly rate range for this position in the selected city is $60- $60.
Benefits may vary depending on the nature of employment and the country work location. Interns have day one access to health insurance, life insurance, wellbeing benefits and more. Interns also receive 10 paid holidays per year and paid sick time (56 hours if hired in first half of year, 40 if hired in second half of year). Interns who are not working 100% remote may also be eligible for housing allowance.
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
Los Angeles County Fair Chance Act Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
Exercising sound judgment.
About Doubao (Seed) 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.
Why Join ByteDance Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an Always Day 1 mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion 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.
Reasonable Accommodation ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
Seniority level
Internship
Employment type
Internship
Job function
Other
Industries
Software Development
#J-18808-Ljbffr