We are seeking a dynamic Senior Software Engineer with an ML focus to lead the integration and operationalization of machine learning models in our Search area.
This role requires collaboration with data scientists and leadership teams, and a strong foundation in MLOps methodologies.
Experience in diverse ML platforms, including Google Vertex AI and other cloud and open-source technologies, is essential.
The candidate will bridge MLOps, data science, and leadership to ensure the smooth functioning of our ML infrastructure.
Hands-on experience working on recommender systems, drawing from ML techniques such as embedding based retrieval, reinforcement learning, and transformers.
Software engineering skills to work with teams integrating the recommender systems into customer facing products.
Experience in AB testing and iterative optimization using data driven approaches.
Understanding of infrastructure needs required to deploy ML systems (CPU/GPU, networking infrastructure)