搜索运营(AI方向)-TikTok安全产品
Core
Build and optimize Root Cause Analysis (RCA) processes and evaluation methodologies for search safety scenarios to identify anomalies and drive product strategy iterations.
Role type
Senior Search Safety Operations Specialist (AI/ML focus)
Builds
Standardized safety analysis frameworks, evaluation metrics, and product optimization strategies for search safety.
Domain
Search safety, AI-driven risk assessment, and query evaluation.
Deliverable
production ML models
Required skills
Root Cause Analysis (RCA), search safety logic, query ideal-state evaluation, cross-functional project leadership, data-driven problem decomposition, product strategy translation.
Preferred skills
Experience building evaluation methodologies from scratch, deep understanding of search ranking and safety algorithms.
Technologies
Search safety tools, RCA analysis frameworks, evaluation metric dashboards.
Responsibilities
Design and execute RCA workflows for search safety anomalies; iterate evaluation methodologies and metrics; lead 0-to-1 implementation of query ideal-state assessments; monitor operational effectiveness and drive continuous improvement; collaborate with tech and product teams to convert safety insights into product updates.
Seniority
Senior, hands-on IC