Your role
In this role, you will be responsible for the following tasks:
* Design and execute technical and theoretic research on the mathematical reasoning of LLM.
* Collaborate on research projects within the team or across countries.
* Present research outcomes to internal and/or external audiences.
* Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams.
About you
To apply for this role, you must have:
Minimum Qualifications
* Undergraduate currently pursuing a Degree/Master/PhD in Computer Science, engineering quantitative field in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
* Rich experiences and strong skills in development of technologies in some of the following areas: large scale RL and/or RLHF, planning and search, LLM-based training and/or inference, etc.
* Strong coding skills.
* Experienced in tuning and analyzing deep learning experiments.
* Experience in Deepspeed/Megatron.
* Work and collaborate well with team members.
Preferred Qualifications
* Candidates with top conference papers, coding competition awards or influential open-source projects are preferred.
* Candidates with experience in Lean4/coq/Isabelle programming are preferred.
* Candidates with experience in Ray/Rllib or other distributed RL library/package.
Benefits
Byte Dance demonstrates its unwavering commitment to attracting top talent by offering competitive salary packages that recognize and reward the skills and expertise of its employees.
* Flexible Working Hours and Remote Work Options.
* On-Site Fitness Facilities or Gym Memberships.
* Employee Recognition Programs.
* Discounts on Company Products or Services.
Training & development
ByteDance offers comprehensive training and development programs to help employees enhance their skills and stay updated with the latest industry trends. These programs may include technical training, leadership development, and workshops on various professional competencies.
Career progression
ByteDance recognizes the importance of guidance and mentorship in career development. The company offers mentoring and coaching programs where employees can receive guidance from experienced professionals within the organization. These programs help employees navigate their career paths, set goals, and acquire valuable insights and advice.
How to apply
* Candidates can apply to a maximum of two positions and will be considered for jobs in the order they apply.
* The application limit applies to ByteDance and its affiliates' jobs globally.
* Applications will be reviewed on a rolling basis.
* Successful candidates must be able to commit to at least 3 months long internship period.
Sources
The following sources were used in researching this page:
* jobs.bytedance.com/en/position
* youtube.com/bytedance-singapore