推荐大模型算法工程师-抖音
Core
Optimize foundational models for recommendation scenarios, exploring Scaling Laws to enhance understanding and reasoning in complex recommendation contexts.
Role type
Senior IC machine-learning engineer (recommendation foundation models)
Builds
End-to-end recommendation models and generative recall pipelines
Domain
Internet / Recommendation Systems / Large Language Models
Deliverable
production ML models
Required skills
Python, C++, PyTorch, TensorFlow, Transformer architectures, Multi-objective optimization, Sequence modeling, Reinforcement learning, Graph neural networks
Preferred skills
Pre-training model training and fine-tuning (SFT, RLHF), Generative Agents, Multimodal large models, Federated learning, Cross-domain recommendation
Technologies
PyTorch, TensorFlow, Transformer, BERT, LLaMA, GPT