Tiktok - Seattle, WA
posted about 2 months ago
As a Machine Learning Engineer Graduate at TikTok, you will be part of the Governance and Experience Algorithm team, which was established to leverage advanced AI technology to address risks and violations in e-commerce scenarios. Your role will involve identifying algorithms that can detect low-quality issues in various e-commerce contexts, including products, shopping cart short videos, and live streaming. You will also be responsible for mining algorithms to detect fraudulent behaviors and identify risky merchants and creators. This position offers a unique opportunity to work on optimizing algorithms for large-scale brand libraries and content deduplication, as well as engaging in data construction and fine-tuning for large models in the e-commerce domain. In this role, you will explore reinforcement learning and operational research algorithms to enhance audit quality and efficiency. You will optimize various algorithms, including those related to natural language processing (NLP), computer vision, and multimodal content, to support governance business and improve the e-commerce shopping experience. Your work will also involve optimizing risk identification models related to text content and public opinion, contributing to the overall governance effect of the platform. Successful candidates will have the chance to kickstart their careers in a dynamic environment that encourages creativity and innovation. TikTok values collaboration and aims to create a workplace where every challenge is seen as an opportunity for growth. You will be expected to commit to an onboarding date by the end of 2025, and applications will be reviewed on a rolling basis, so early application is encouraged.