大语言模型算法工程师 - Seed Model
Core
Developing and optimizing large language models (LLMs) and seed models to enhance performance, efficiency, and adaptability across various applications including generation, reasoning, and code synthesis.
Role type
Senior IC large language model algorithm engineer (seed model)
Builds
Production LLMs and seed models for applications like content generation, logical reasoning, and code generation
Domain
Artificial Intelligence / Large Language Models / Generative AI
Deliverable
production ML models
Required skills
C/C++ or Python, data structures and algorithms, NLP algorithms, computer vision algorithms, large model training, reinforcement learning
Preferred skills
ACM/ICPC or Kaggle awards, leading influential LLM projects or papers, deep problem-solving in model training
Technologies
C/C++, Python, NLP, CV, RL
Responsibilities
Optimize LLMs with simple, universal ideas to improve performance across model scales; Explore boundaries of ultra-large models and perform system optimization for efficiency; Advance data construction, instruction fine-tuning, preference alignment, and model optimization; Implement applications in generation, reasoning, and code synthesis; Research and expand future use cases for models in daily life.