风控策略专家-抖音生活服务
Core
Design and implement intelligent risk detection workflows using LLMs and algorithms to combat fraud, black market operations, and financial risks in transaction, marketing, and fund scenarios.
Role type
Senior IC Risk Strategy Expert (AI/LLM focused)
Builds
Automated risk investigation workflows, non-structured data analysis systems, and fraud detection models for Douyin Life Services.
Domain
Fintech / E-commerce / Risk Management
Deliverable
production ML models
Required skills
LLM application development, non-structured data analysis (text/image/video), graph analysis, anomaly detection, behavioral modeling, SQL/Hive/Spark, Python, complex data processing, performance tuning.
Preferred skills
Prompt Engineering, RAG, Agent/Workflow frameworks, automated code generation,团伙 analysis.
Responsibilities
Build non-structured risk data analysis systems covering user reviews, reports, and merchant dialogues; design intelligent workflows for risk mining and investigation; construct association graphs to detect black market gangs; balance risk and efficiency in monitoring systems; provide risk judgment for major business projects.
Seniority
Senior, hands-on IC
