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kafka flink llm distributed training agent frameworks📋 Description
- Own technical direction for OKX's social feed recommendation engine
- Define 12–24 month roadmap; drive end-to-end execution
- Transition from Transformer ranking to generative rec and LLM agents
- Influence user retention and trading conversion at scale
- Mentor engineers and shape core recommendation research strategy
- Build cross-domain framework spanning content, features, and search
🎯 Requirements
- Master's or higher in CS/Math or related field; 8+ years industry exp
- 5+ years in core recommendation or search roles
- End-to-end ownership of production recommendation pipelines at 10M+ DAU
- Design unified intent representations across content, feature, search
- Fuse real-time signals with long-term preferences; tiered profiles
- Transformer-based sequencing; attention; Listwise loss
- Multi-Task Training: MMoE/PLE/ESMM; align metrics to KPIs
- Business Attribution: uplift modeling; bias correction
🎁 Benefits
- Competitive total compensation
- L&D programs and education subsidy
- Team events and company-wide activities
- Wellness and meal allowances
- Comprehensive healthcare for employees and dependants
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