
Posted 4 days ago
Research Scientist
ByteDanceResearch Scientist
Perks & benefits
Medical Insurance
Requirements
PhD in Computer Science or related field, Research in LLM post-training or alignment, Experience in model evaluation or agent systems, Ability to work on open-ended research
Skills
LLMMachine LearningAIgenerative AIRAGLangChainTensorFlowMLOpsNLPGenAIDeep LearningAI/MLData ScienceComputer Vision
About the role
Responsibilities
- Develop and maintain a next-generation Model-as-a-Service (MaaS) platform to serve hundreds of LLM-based applications.
- Build an AI data flywheel system that unifies logs, cases, and feedback into structured, optimizable objects for real-world scenarios.
- Research and implement solutions for LLM post-training, alignment, and agent optimization to enhance system efficiency.
- Manage large-scale GPU resources and optimize computing power for offline training, fine-tuning, and online inference.
- Explore model capability boundaries through the integration of prompt engineering, memory, tools, and intelligent agent systems.
Requirements
- Currently pursuing or recently completed a Ph.D. in Computer Science, Machine Learning, Artificial Intelligence, Data Science, or a related technical field.
- Research experience in LLM post-training and alignment, model evaluation, test-time scaling, agent systems, or large-scale data curation.
- Demonstrated research ability through academic publications, substantial research projects, or industry internships.
- Ability to work independently on open-ended research problems, from initial formulation to experimental execution.
- Must be able to commit to an onboarding date by the end of 2027.
Preferred Qualifications
- Strong interest in data-centric AI, including data flywheels, continual learning, and the co-design of algorithms and infrastructure.
- A strong publication record with multiple first-author papers in machine learning, NLP, or data mining.
- Experience with scalable ML systems involving real-world deployment, feedback loops, or human-in-the-loop pipelines.
- Motivation to connect fundamental research with practical, end-to-end AI system implementation.
Benefits
- Competitive base salary range.
- Medical, dental, and vision insurance.
- 401(k) savings plan with company match.
- Paid parental leave and wellbeing benefits.
- Paid time off, including holidays and sick days.
About the Company
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, and CapCut, ByteDance makes it easier and more fun for people to connect, consume, and create content globally.
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ByteDance · San Jose
