Implement machine learning techniques such as collaborative filtering, content-based filtering, and hybrid methods to improve ad relevance and user experience.
Assist in deploying, configuring, maintaining, and optimizing cloud infrastructure, Linux servers, and containerized applications in accordance with operational best practices.
Global Multi-lingual & Vector Search: Optimize cross-lingual semantic retrieval, multi-lingual query processing, and unified vector embeddings for voice and text search across global markets.
Here, you'll tackle some of the most challenging algorithmic problems in real-world global business scenarios, including multilingual understanding, cross-cultural relevance, cold-start challenges, and cross-domain understanding.
Enhance observability for recommendation systems in complex global environments, including multi-region, multi-data center, and multi-language scenarios; establish end-to-end tracing systems and optimize issue attribution mechanisms.
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
Implement machine learning techniques such as collaborative filtering, content-based filtering, and hybrid methods to improve ad relevance and user experience.
Excellent programming abilities with a strong command of data structures and fundamental algorithms. For traditional coding roles, proficiency in C/C++ is required; for intelligent coding roles, proficiency in Python is required. Candidates are required to use these languages to implement complex algorithms and build iterative models. Candidates should also have a strong engineering mindset with the ability to balance performance and cost;
Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software