豆包大模型算法工程师（AIGC Agent方向） - 火山方舟
Core
Optimizing Seedream and Seedance generative models within the AIGC Agent workflow to enhance generation quality, task completion, and user experience.
Role type
Senior IC Machine Learning Engineer (AIGC Agent & Generative Models)
Builds
AIGC Agents, generative models (text, image, video), and AI application services
Domain
Artificial Intelligence, Large Language Models, Generative AI
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, Transformer-based), Publications in top AI conferences (NeurIPS, ICML, etc.), Competitive programming or AI contest achievements
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 Agent system capabilities including planning, memory, and collaboration; Analyze complex creative scenarios to close the optimization loop; Deploy frontier model capabilities into real business scenarios.
Seniority
Senior, hands-on IC
