Tiktok - Seattle, WA
posted 3 days ago
TikTok is the leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. As part of the Data-E-commerce-Global Supply Chain and Logistics team, we are dedicated to enhancing clients' shopping experience and reducing operational costs in the supply chain and logistics of TikTok E-commerce. This is achieved by developing end-to-end algorithm capabilities using machine learning, operations research, data mining, and causal inference methods. In this role as a Machine Learning Engineer focused on demand forecasting, you will contribute to the development and implementation of cutting-edge machine learning models and algorithms aimed at optimizing inventory management, improving supply chain efficiency, and enhancing the overall customer experience. You will collaborate with cross-functional teams, including data scientists, engineers, product managers, and business stakeholders, to develop innovative solutions that accurately forecast demand patterns and optimize inventory planning. Your responsibilities will include developing and implementing end-to-end machine learning models for demand forecasting, collecting and preprocessing large-scale datasets, conducting exploratory data analysis, building scalable data pipelines, and monitoring model performance. You will also stay updated with the latest advancements in machine learning and demand forecasting techniques, applying this knowledge to enhance the team's capabilities. Effective communication of findings and insights to both technical and non-technical stakeholders will be crucial in fostering a collaborative and data-driven decision-making culture.