Traffic Security Analytics Specialist - TikTok Shop
Core
Analyze traffic patterns and identify malicious activities to safeguard TikTok Shop's e-commerce platform.
Role type
Traffic Security Analytics Specialist
Builds
Anti-crawling and anti-abuse strategies for live e-commerce and short video content scenarios
Domain
E-commerce security and fraud prevention
Deliverable
production ML models
Required skills
SQL, log analysis, anomaly investigation, big data platforms (Hive, Spark, ClickHouse), HTTP/HTTPS protocols, device fingerprinting, risk assessment
Preferred skills
anti-crawling algorithms, black-market fraud detection, AI agent/script detection, cross-border e-commerce knowledge
Technologies
Hive, Spark, ClickHouse
Responsibilities
Detect crawlers and malicious traffic; analyze abnormal account/device/IP behavior; optimize anti-abuse strategies; monitor emerging fraud trends like AI-driven automation and proxy networks
Seniority
Mid-level, hands-on IC
