Job Responsibilities Homepage Resource Management - Design smart allocation strategies for homepage modules using dynamic tools to boost CTR by 30%. Search & Recommendation Engineering - Optimize "query prediction → ranking → related recommendations" pipeline for peak-time conversion. Precision Targeting - Develop multi-channel touch strategies balancing engagement and user fatigue. Conversion Funnel Optimization - Build real-time funnel monitoring from impression → click → cart → checkout. Qualifications Robust experience in e-commerce/food delivery traffic ops with user journey analysis expertise. Technical Skills Proficient in SQL/Python for traffic experimentation and funnel analysis. Understanding of recommendation algorithms (CF/real-time personalization). Data Acumen Segment users (new/returning/time-sensitive) for targeted strategies. Knowledge of attribution models (first/last/linear touch).