营销创意算法工程师 - 抖音
Core
Develop AIGC solutions for ad creative production using multimodal large models and Diffusion models to automate content generation and enhance ad conversion efficiency.
Role type
Senior IC machine-learning engineer (AIGC & Multimodal)
Builds
Automated UGC ad creative materials and intelligent creative agents for marketing campaigns.
Domain
Advertising technology + Multimodal AI (LLM, MLLM, Diffusion)
Deliverable
production ML models
Required skills
Multimodal large model development, Diffusion model implementation, Prompt Engineering, Model fine-tuning, Reinforcement learning, Cross-modal retrieval, Text-to-image generation
Preferred skills
AIGC domain research experience, Publications in top-tier conferences (CVPR, NeurIPS, ICCV), Ad creative understanding and generation expertise
Technologies
PyTorch, TensorFlow, LLM, MLLM, Agent frameworks
Responsibilities
Lead UGC automated material generation strategies, Develop algorithms for creative agents (intent understanding, path planning, autonomous generation), Innovate and engineer AIGC solutions based on frontier technologies.
Seniority
Senior, hands-on IC
