Agent大模型算法专家（抖音保险） - 内容消费与非闭环营销
Core
Building intelligent agent systems for insurance scenarios including policy selection, consultation, claims assistance, and business operations.
Role type
Senior IC Large Language Model (LLM) and Agent Algorithm Expert
Builds
Production-grade insurance agent systems, domain-specific LLM training pipelines, and evaluation frameworks
Domain
Insurance industry + Large Language Models (LLM) and Agentic AI
Deliverable
production ML models
Required skills
LLM, Agent, RAG, tool calling, function calling, workflow orchestration, multi-turn dialogue, complex task planning, SFT, RL, preference alignment, data synthesis, domain benchmarking, model evaluation
Preferred skills
Insurance/finance/healthcare vertical domain fine-tuning, insurance advisor or intelligent customer service experience, production-level agent platform development
Technologies
SFT, RL, Reward Models, Agentic Workflow, Agentic RL
Responsibilities
Design task planning, tool invocation, knowledge retrieval, memory management, and multi-agent collaboration for insurance scenarios; Build base LLM training systems for insurance knowledge and risk identification; Construct insurance industry knowledge and agent evaluation systems; Integrate agents with recommendation distribution and AIGC content production; Explore next-generation insurance intelligent service forms using advanced agent frameworks.