Tiktok - San Jose, CA
posted 3 months ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. Our global offices span major cities including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo. At TikTok, we pride ourselves on our humble, intelligent, compassionate, and creative workforce. We strive to inspire through our work, aiming for the highest standards while embracing calculated risks and ambiguity. The opportunities here are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. The Data-E-commerce-Global Supply Chain and Logistics team is dedicated to enhancing clients' shopping experiences and reducing operational costs in TikTok E-commerce's supply chain and logistics. We develop end-to-end algorithm capabilities using machine learning, operations research, data mining, and causal inference methods. As a Machine Learning Engineer focused on demand forecasting, you will play a critical role in developing and implementing cutting-edge machine learning models and algorithms to optimize inventory management, supply chain efficiency, and enhance overall customer experience. In this role, you will collaborate with cross-functional teams, including data scientists, engineers, product managers, and business stakeholders, to create innovative solutions that accurately forecast demand patterns and optimize inventory planning. You will be responsible for developing and implementing machine learning models, collecting and preprocessing data, conducting exploratory data analysis, building data pipelines, and monitoring model performance. Staying updated with the latest advancements in machine learning and effectively communicating findings to both technical and non-technical stakeholders will also be key aspects of your role.