Research Scientist in Large Language Model (LLM)-Seed

ByteDance
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Problem analysis","Collaboration","Communication"]

Advance the Seed LLM team’s next-generation large language models through end-to-end research and system optimization. Work on large-scale model training and inference, including data construction, instruction tuning, preference alignment, and model optimization. Improve model capabilities such as reasoning, code, and math, while exploring future real-world use cases through deep technical investigation and collaboration.

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FursaFursa
ByteDance
ByteDance
1 month ago

Research Scientist in Large Language Model (LLM)-Seed

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 29 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Advance the Seed LLM team’s next-generation large language models through end-to-end research and system optimization. Work on large-scale model training and inference, including data construction, instruction tuning, preference alignment, and model optimization. Improve model capabilities such as reasoning, code, and math, while exploring future real-world use cases through deep technical investigation and collaboration.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Explore large-scale models and optimize training and system performance.
  • •Build and optimize datasets for data construction, instruction tuning, and preference alignment.
  • •Improve model performance through model optimization and related training approaches.
  • •Enhance model capabilities such as reasoning, code, and math.
  • •Conduct deep research to explore future LLM use cases and directions.

Key Requirements

  • •Excellent coding ability with strong data structures and fundamental algorithm skills, proficient in C/C++ or Python.
  • •Strong problem analysis and the ability to solve challenges in large-scale model training and application.
  • •Good communication and collaboration skills to explore new technologies with the team and drive progress.
  • •Preferred experience with large-scale model training and deep learning/machine learning algorithms.
  • •Preferred experience leading influential projects or papers in large-scale models.
Experience:Machine learningDeep learningLarge language models
Skills:Problem analysisCollaborationCommunication
Tech Stack:C/C++PythonDeep learningMachine learningLLMInstruction tuningPreference alignment

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn