AI模型运营专家（热搜自动化） - TikTok
Core
Design and build automated AI systems for hot topic discovery, event clustering, and trend analysis to support TikTok's international search and content ecosystem.
Role type
Senior AI Model Operations Engineer (Hot Topic Automation)
Builds
Automated hot topic detection pipelines, multi-language news aggregation workflows, and risk identification strategies for global search.
Domain
Social Media / AI / Information Retrieval
Deliverable
production ML models
Required skills
Large Language Model (LLM) application, Prompt Engineering, Agent workflow design, RAG, Event extraction, Text classification, Search algorithms, SQL, Python, A/B testing, Model evaluation metrics (accuracy, recall, latency)
Preferred skills
Hot topic identification, Trend prediction, Multi-market scaling, Cross-functional collaboration
Technologies
LLMs, Agents, RAG, Python, SQL
Responsibilities
Abstract business requirements for hot topic models; Build intelligent chains for news collection and risk identification; Standardize and automate the full hot topic lifecycle from discovery to feedback; Design evaluation frameworks and A/B experiments; Collaborate with algorithm and product teams to deploy scalable solutions.
Seniority
Senior, hands-on IC