大模型算法工程师-今日头条
Core
Developing and deploying large language model applications for news and video content services serving hundreds of millions of users.
Role type
Senior IC large language model algorithm engineer
Builds
Large language model applications for news, video, and AIGC business scenarios
Domain
Internet / Natural Language Processing / Generative AI
Deliverable
production ML models
Required skills
Large language model pretraining, Supervised Fine-Tuning (SFT), Reinforcement Learning from Human Feedback (RLHF), From Scratch training of billion/ trillion parameter base models, Natural Language Processing, Machine Learning, Deep Learning framework proficiency (TensorFlow, PyTorch), Independent algorithm implementation
Preferred skills
Publications in top-tier conferences (NeurIPS, ICLR, KDD, ICML), Experience with content summarization and intelligent creation
Technologies
TensorFlow, PyTorch
Responsibilities
Participate in basic large language model application R&D, Accelerate the deployment of large model AI capabilities in hot topics and AIGC scenarios, Advance the application of large model technologies in business scenarios including summarization and intelligent creation
