推荐系统架构师/Leader-电商
Core
Design and develop recommendation system architecture for e-commerce products, ensuring stability, high availability, and performance optimization across online and offline data flows.
Role type
Senior IC recommendation system architect (e-commerce)
Builds
Recommendation subsystems (offline/near-line/online), recommendation middle platform, data middle platform
Domain
E-commerce, Distributed Systems, Recommendation Algorithms
Deliverable
production ML models
Required skills
System architecture design, Performance optimization, Component abstraction, Cost optimization, Cross-team collaboration
Preferred skills
Search architecture experience, Algorithm knowledge, Platformization experience
Technologies
Distributed systems, Data streaming, Online/offline subsystems
Responsibilities
Design and implement offline/near-line/online subsystems for e-commerce recommendations; Optimize throughput, latency, data timeliness, and availability; Abstract common patterns into standardized components; Establish and monitor system resource utilization metrics; Provide solutions for data flow and system integration across teams.
