Tiktok - Seattle, WA
posted 26 days ago
Join TikTok's E-commerce Global Supply Chain and Logistics team as a Machine Learning Engineer Graduate, where you will play a pivotal role in enhancing the shopping experience and optimizing logistics operations. Our mission is to inspire creativity and bring joy, and we believe that every challenge is an opportunity for innovation and growth. As a graduate engineer, you will have the chance to apply your knowledge in machine learning, operations research, data mining, and statistical inference to tackle real-world challenges in e-commerce logistics. In this role, you will contribute to the development of innovative deep learning and statistical models aimed at improving logistics efficiency and predicting estimated time of arrival (ETA) for packages. You will harness data mining tools to construct logistics network knowledge graphs, which will be integral to our early warning systems. Additionally, you will participate in crafting advanced predictive models that enhance our understanding of express package trajectories, ultimately improving service accuracy and network dynamics. Your responsibilities will also include assisting in the creation of an optimized Service Network Design (SND) model to facilitate the smart expansion of our logistics operations. You will support the design and implementation of predictive models for various logistics events, contributing to overall service improvement and cost savings. This position offers unparalleled opportunities for career growth and the chance to co-create a future driven by your inspiration with TikTok.