算法工程师（大模型应用）-今日头条
Core
Develop applications for large language models (LLMs) and integrate AI capabilities into business scenarios like news hotspots and AIGC to enhance content creation and distribution.
Role type
Senior IC machine-learning engineer (large language model applications)
Builds
LLM-based features for news hotspots, AIGC, summarization, and intelligent content creation
Domain
Internet / Large Language Models / Natural Language Processing
Deliverable
production ML models
Required skills
Natural language processing, machine learning, deep learning frameworks (TensorFlow, PyTorch), independent algorithm implementation, large model pretraining, supervised fine-tuning (SFT), reinforcement learning from human feedback (RLHF)
Preferred skills
From-scratch training of billion/ trillion parameter base models, publications in top-tier conferences (NeurIPS, ICLR, KDD, ICML)
Responsibilities
Participate in LLM application R&D, accelerate AI capability deployment in business scenarios, advance LLM technologies for summarization and intelligent creation
Seniority
Senior, hands-on IC
