数据智能算法工程师-抖音电商
Core
Design and develop large-scale intelligent Agents for Douyin E-commerce, integrating RAG, Tool Use, and context management to automate complex tasks like demand understanding, SQL generation, and operations.
Role type
Senior IC Machine Learning Engineer (LLM Application & Agent Systems)
Builds
Intelligent Agents (RAG-QA bots, data insight bots, AI Coding tools) and automated workflows for e-commerce scenarios.
Domain
E-commerce, Large Language Models (LLM), Data Engineering
Deliverable
production ML models
Required skills
LLM application engineering, RAG architecture, Prompt engineering, Tool Use, Python development, Deep learning frameworks (PyTorch/Huggingface), Data engineering (Hadoop, Spark, Flink, Hive, Presto/Trino), Workflow orchestration (Airflow, DolphinScheduler)
Preferred skills
Model service integration, Inference performance optimization, Embedding architectures
Responsibilities
Architect and develop intelligent Agents with core capabilities like memory and tool use; Orchestrate Agent workflows for automated solutions; Drive LLM application deployment and iterative improvement based on evaluation metrics; Collaborate with product and engineering teams to translate Agent technology into product value.
