豆包大模型算法工程师-火山方舟
Core
Discover and apply simple, universal ideas to optimize large language models across various scales, enhancing quality and adaptability through data construction, instruction tuning, preference alignment, and continued pre-training.
Role type
Senior IC large language model algorithm engineer
Builds
Optimized models for language processing, content creation, educational tutors, role-playing, complex agents, AI search, tool use, and code assistants
Domain
Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
Large language model optimization, instruction tuning, preference alignment, continued pre-training, complex instruction understanding, long-context handling, multi-turn dialogue reasoning, NLP algorithms, model evaluation, ToB application scenarios
Preferred skills
Publications in top-tier conferences (NeurIPS, ICML, ICLR, CVPR, ICCV, ACL, KDD), programming/AI competition awards (ACM/ICPC, NOI/IOI, Top Coder, Kaggle), NLP research background, experience with SFT and RL algorithms, leading high-impact projects or papers
Technologies
C/C++, Python
Responsibilities
Optimize model performance for specific services and applications; Build and maintain evaluation datasets and automated assessment capabilities; Research and explore new use cases for ToB enterprise services
Seniority
Mid-level, hands-on IC
