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. The Experience team at TikTok is responsible for optimizing app experience related to performance for TikTok users. This team collaborates with various teams in the video creation and consumption ecosystem to provide end-to-end optimization solutions, including client, shooting, uploading, video playback, video delivery, and player functionalities. As a Machine Learning Engineer, you will apply state-of-the-art machine learning and deep learning technologies to analyze the app experience of TikTok users and develop algorithms that enhance user experiences. You will work with large datasets to understand user preferences, identify video characteristics, and incorporate feedback loops to continuously improve the user experience. Additionally, you will collaborate with cross-functional teams to deploy algorithm models in product pipelines and design experiments and A/B tests to evaluate the effectiveness of your algorithms, including metric design, data analysis, and decision-making for algorithm improvement.