Student Researcher [Seed LLM Post Training – RNA Design & Scientific Reasoning] - 2026 Start (PhD)
4 Days Old
Student Researcher [Seed LLM Post Training – RNA Design & Scientific Reasoning] - 2026 Start (PhD) The Seed LLM Post Training team is responsible for researching cutting-edge posttrain technologies and providing core posttrain capabilities for unified multimodal large models. The team's goal is to research and explore next-generation advanced technologies such as SFT, RM, RL, and self-learning during the posttrain phase, while significantly optimizing and improving key areas including reasoning, coding, agent, and omni model.
PhD internships at ByteDance provide students with the opportunity to actively contribute to our products and research, and to the organization's future plans and emerging technologies. Our dynamic internship experience blends hands-on learning, enriching community-building and development events, and collaboration with industry experts.
Responsibilities
Develop methods for RNA design using LLMs and fine-tuned generative models.
Incorporate reward signals or constraints based on molecular structure, energy, or biological properties.
Design and benchmark models using RNA datasets and structure simulators.
Collaborate with interdisciplinary teams to bring LLM capabilities to real-world scientific applications.
Qualifications
Minimum Qualifications:
Currently pursuing a PhD in Computer Science, Computational Biology, Bioinformatics, or a related area.
Research experience in sequence modeling, generative models, or scientific ML.
Publications in top ML or computational biology venues (e.g., NeurIPS, RECOMB, ISMB).
Strong coding skills in Python and familiarity with deep learning libraries.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
Preferred Qualifications:
Experience with RNA design tools (e.g., ViennaRNA, Eterna, EternaFold).
Knowledge of constraint-guided generation, structure prediction, or energy-based modeling.
Background in applying ML to biological systems or physical simulations.
Compensation Description (Hourly) - Campus Intern: $65-$65. 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.
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.
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.
#J-18808-Ljbffr
- Location:
- San Jose, CA, United States
- Job Type:
- FullTime
- Category:
- Engineering, Other