Tiktok - New York, NY
posted 26 days ago
TikTok is the leading destination for short-form mobile video, with a mission to inspire creativity and bring joy. The Generative AI team under Monetization Technology is focused on developing cutting-edge Generative AI technologies across various modalities, including text, image, video, and landing pages. This team is dedicated to creating industry-leading technical solutions that enhance creative efficiency for advertisers, agencies, and creators. By leveraging Generative AI technologies, the team aims to automate creative workflows and increase overall revenue for clients and creators alike. As a Senior Machine Learning Engineer specializing in Data Curation, you will play a pivotal role in driving and leading generative AI initiatives within the ads tech and creative industry. Your responsibilities will include collaborating with foundational model researchers to develop and maintain efficient, low-latency data pipelines, designing robust systems for data management, and implementing data insights and model evaluation pipelines to enhance user engagement and drive revenue growth. You will also be responsible for developing caching mechanisms to improve data retrieval speeds and staying updated with the latest academic research and advancements in open-source technologies to continuously enhance data operations and machine learning model performance. This position requires a strong technical background, with expertise in programming languages such as Python and deep learning frameworks like PyTorch. You will need to demonstrate a solid understanding of data curation, management, and optimization within Generative AI ecosystems, as well as experience with large model training libraries and parallel data processing techniques. The ideal candidate will be someone who is excited to grow their business understanding, build scalable software and infrastructure, and make significant impacts across global teams.