大模型算法工程师（创作引导助手） - 剪映CapCut
Core
Lead algorithm work for CapCut's creative guidance assistant, focusing on multimodal content understanding, creative signal mining, visual controllable generation, and active creation guidance using LLM/VLMs and Agent architectures.
Role type
Senior IC large model algorithm engineer (multimodal creative generation)
Builds
AIGC materials, creative tools, and intelligent creation guidance features for CapCut and related products
Domain
Consumer media apps / Generative AI / Multimodal content creation
Deliverable
production ML models
Required skills
Computer vision, large language models, multimodal content understanding, creative signal mining, visual controllable generation, Agent architecture design, deep learning training frameworks, NLP, CV, reinforcement learning (GRPO/PPO/DPO), supervised fine-tuning (SFT/RFT), prompt engineering (PE)
Preferred skills
Publications in top conferences (NIPS, ICML, CVPR, etc.), competitive programming or model training experience
Technologies
GRPO, PPO, DPO, SFT, RFT, CT, PE, LLM, VLM, Agent frameworks
