AIGC算法专家-Commercial AI
Core
Develop algorithms for commercial AIGC creative Agents using LLMs, MLLMs, and Agent technologies to enable user intent understanding, path planning, autonomous creative generation, and multi-turn interactions.
Role type
Senior IC AIGC Algorithm Engineer (Commercial AI)
Builds
Commercial AIGC creative Agents with capabilities in user intent understanding, path planning, multi-turn dialogue, creative inspiration, video framework generation, and intelligent editing.
Domain
Advertising & Marketing / Generative AI
Deliverable
production ML models
Required skills
LLM/MLLM development, Agent development (task planning, tool use, multi-agent collaboration), Transformer architecture, Prompt Engineering, model fine-tuning, reinforcement learning, multi-modal generation, cross-modal retrieval, distributed training, Python, C++, complex system design
Preferred skills
Commercial creative understanding and generation, marketing automation, ACM algorithm competition awards, publications in top-tier venues (TPAMI/CVPR/NeurIPS/ICCV)
Technologies
PyTorch, TensorFlow
Responsibilities
Build core capabilities for user intent understanding, path planning, and autonomous creative generation; Explore and build algorithm systems for multi-modal applications including video framework generation and intelligent editing; Innovate and engineer solutions by tracking and applying frontier AIGC technologies.
Seniority
Senior, hands-on IC
