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Strategic ML Architect
3 semanas atrás
You will be responsible for defining the ML architecture, solving complex technical challenges, and influencing ML strategy across the organization.
- Design a company-wide personalization architecture and strategy.
- Solve cold start, exploration/exploitation, real-time learning challenges.
- Research and implement state-of-the-art ML techniques.
- Define standards and patterns used across all ML teams.
- Lead cross-functional initiatives spanning multiple quarters.
- Mentor senior engineers and review critical technical decisions.
- Represent the organization in the external ML community.
Requirements:
- 10+ years of experience building ML systems with deep personalization expertise.
- Recognized expert in ML systems with publications, patents, or industry impact.
- Experience architecting ML platforms serving billions of predictions.
- Track record of 0→1 innovation in personalization systems.
- Expertise in multiple approaches including deep learning, bandits, causal ML, graph methods.
- Ability to influence without authority and drive consensus.
- Exceptional communication skills for technical and executive audiences.
Technical Expertise Required:
- Advanced ML architectures at scale.
- Real-time ML systems and edge deployment.
- Multi-stakeholder marketplace optimization.
- Online learning and adaptive systems.
- Privacy-preserving personalization.
