Tiktok - San Jose, CA
posted 3 months ago
TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. We are currently seeking a Machine Learning Engineer to join our Model Training Infrastructure team. This role is pivotal in supporting and advancing our mission by pushing the next-generation AI infrastructure and recommendation platform for ads ranking, search ranking, and live & e-commerce ranking within the company. As part of our AML team, you will have the opportunity to drive substantial impact on the core businesses of TikTok. In this position, you will be responsible for the design and implementation of a global-scale machine learning system that supports feeds, ads, and search ranking models. You will work on improving the usability and flexibility of our machine learning infrastructure, enhancing the workflow of model training and serving, and optimizing data pipelines, storage systems, and resource management for multi-tenancy machine learning systems. Additionally, you will design and develop key components of the ML infrastructure and mentor interns, fostering a collaborative and innovative environment. At TikTok, we believe that every challenge is an opportunity to learn, innovate, and grow as a team. We are committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and we aim to reflect the diverse communities we serve. If you are passionate about machine learning and want to be part of a dynamic team that inspires creativity and brings joy, we encourage you to apply.