1 day ago
Singapore, Singapore
Senior / Staff+
Responsibilities
- Drive continuous ranking model iteration with measurable impact on user retention and trading conversion.
- Build a cross-domain intent framework to understand user actions.
- Chart and execute the technical evolution from Transformer-based ranking to generative recommendation.
- Integrate recommendation and search capabilities into an LLM Agent framework.
- Mentor senior engineers and help define the broader recommendation research and engineering strategy.
Requirements
- Master's or above in Computer Science, Mathematics, or a related field from a top university.
- 8+ years of industry experience with 5+ years in core recommendation or search roles.
- Proven end-to-end ownership of production recommendation pipelines at 10M+ DAU scale.
- Hands-on experience designing unified intent representations across heterogeneous domains.
- Deep command of Attention mechanisms in sequential behavior modeling.
- Expert-level knowledge of MMoE / PLE / ESMM architectures.
Benefits
- Competitive total compensation package.
- L&D programs and education subsidy for employee growth.
- Various team building programs and company events.
- Wellness and meal allowances.
- Comprehensive healthcare schemes for employees and dependants.
Tech Stack
Apache FlinkApache Kafka
Categories
AI & MLData Science