豆包大模型算法工程师（AIGC Agent方向） - 火山方舟
Core
Optimizing generative models (Seedream, Seedance) and AIGC Agents for task completion, quality, and user experience within the DouBao platform.
Role type
Senior IC Machine Learning Engineer (AIGC Agent & Generative Models)
Builds
AIGC Agent systems, generative models, and AI application services for enterprise clients.
Domain
Artificial Intelligence / Large Language Models / AIGC
Deliverable
production ML models
Required skills
LLM/VLM training and post-training, Reinforcement Learning (RFT, RLHF, GRPO), Online Policy Distillation, SFT data construction, Agent planning and reasoning, Context management, Multi-Agent collaboration, Self-evolving Agent capabilities
Preferred skills
Image/video generation model optimization (Diffusion, VAE), Publications in top AI conferences (NeurIPS, ICML, etc.), Competitive programming or Kaggle awards
Technologies
RFT, RLHF, GRPO, OPD, SFT, Diffusion, VAE, Transformer-based Generation, Multi-Agent systems
Responsibilities
Optimize generative models in the AIGC Agent chain; Conduct post-training and capability enhancement for LLMs/VLMs; Build and optimize AIGC Agent system components (planning, memory, collaboration); Analyze complex creative scenarios to close the optimization loop; Deploy frontier model capabilities into real business scenarios.
Seniority
Senior, hands-on IC
