高级算法工程师-AI应用与创新
Core
Develop and deploy algorithmic strategies for LLM-based code intelligence and data recommendation to enhance ByteDance's R&D efficiency.
Role type
Senior IC machine-learning engineer (LLM/code intelligence)
Builds
Code intelligence tools and data recommendation systems for internal R&D platforms
Domain
Software engineering, Large Language Models (LLM), NLP
Deliverable
production ML models
Required skills
LLM training and fine-tuning, reinforcement learning, deep learning theory, text classification, entity recognition, semantic matching, relationship extraction, Python or C++
Preferred skills
RLHF engineering implementation, LLM knowledge injection, LLM instruction and program behavior understanding, top-tier conference publications (ACL/EMNLP/IJCAI/AAAI/SIGIR/ICSE/ASE)
Technologies
BERT, Transformer, GPT, Linux
Responsibilities
Research and implement LLM-based code intelligence strategies, track latest LLM research to improve application effects, solve technical challenges and document industry experience
Seniority
Senior, hands-on IC
