
Chief Personalization Architect
1 dia atrás
Job Overview:
The Lead Machine Learning Engineer will be responsible for leading a team of experts in building innovative personalization systems. This position requires a unique blend of technical expertise and leadership skills to drive business impact.
Primary Responsibilities:- Lead a high-performing team of 3-5 machine learning engineers to design and develop cutting-edge personalization systems.
- Develop and implement multi-stage ranking systems (retrieval → ranking → re-ranking) that deliver exceptional results.
- Collaborate with cross-functional teams, including product, data science, and engineering, to define the technical roadmap aligned with business objectives.
- Drive improvements in model quality, system reliability, and development velocity through hands-on contributions and strategic decision-making.
- Establish best practices for model development and deployment, ensuring scalability and maintainability.
- Partner with stakeholders to communicate technical vision and drive project delivery.
- 7+ years of experience in machine learning engineering, with 2+ years of leadership experience in technical teams.
- Deep expertise in large-scale personalization systems, including modern architectures such as two-tower, transformer-based, and graph neural networks.
- Strong system design skills for ML infrastructure, with a focus on scalability, reliability, and performance.
- Proven ability to mentor engineers and drive technical decisions, with excellent communication and stakeholder management skills.
- Experience managing stakeholder relationships and project delivery, with a focus on business outcomes.
- BS/MS in Computer Science or equivalent experience.
- Experience in adtech, e-commerce, or content platforms, with a focus on personalization and recommendation systems.
- Published papers or significant machine learning contributions, showcasing expertise and innovation.
- Experience with multi-objective optimization and reinforcement learning for personalization.
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