Algorithm Expert

Role Overview
We are seeking a senior-level expert in advertising recommendation systems to lead the design and optimization of advanced algorithmic solutions for large-scale, real-time applications. This role focuses on improving recommendation quality, user engagement, and advertising effectiveness through state-of-the-art machine learning and reasoning techniques.

Key Responsibilities
* Design and implement advanced reasoning and decision-making algorithms for large language models and recommendation systems, enabling multi-step inference and complex optimization.
* Develop and enhance recommendation methodologies using techniques such as deep learning, reinforcement learning, and multi-armed bandits.
* Apply collaborative filtering, content-based, and hybrid recommendation approaches to improve ad relevance and user experience.
* Stay current with research and industry advancements in recommendation systems, machine learning, and advertising technologies....