算法工程师 - 巨量星图
Core
Develop and iterate algorithms for core recommendation, Agent systems, and generative search within the Douyin influencer marketing platform.
Role type
Senior IC algorithm engineer (LLM & Agent)
Builds
Recommendation systems, AI Agents, and AIGC solutions for e-commerce and brand marketing
Domain
E-commerce / Influencer Marketing / Large Language Models
Deliverable
production ML models
Required skills
Large Language Models (LLM), Reinforcement Learning, Recommendation Algorithms, Generative AI, Multi-modal algorithms, SFT, RLHF, DPO, GRPO, Agent architecture, Task planning, Tool use, RAG
Preferred skills
ACM/ICPC or Kaggle awards, Deep understanding of Agent memory management and retrieval
Technologies
SFT, RLHF, DPO, GRPO, RAG
Responsibilities
Abstract research problems into verifiable algorithmic tasks for real-world business scenarios; Design and implement intelligent solutions using AIGC and multi-modal algorithms to address business bottlenecks; Optimize model performance and output quality in vertical scenarios.
