Backend Software Engineer (Content Understanding), TikTok Live Foundation (Sydney)

Responsibilities About Our Team: Our team aims to help TikTok's SMB merchants and creators obtain more diverse customer acquisition and business operation methods through live streaming by building product capabilities and providing creator services, and to offer professional live streaming content for users. We are looking for passionate and talented engineers to join us and empower content understanding in SMB business. We are working on cutting-edge content understanding topics and engaging with industry recognition and intention recognition for our creators, enhancing LIVE content diversity and creator monetization. Job Responsibilities - Life-cycle model development, from model training, deployment, maintenance, and iteration. - Convert ML models to scalable online services for online businesses. - Understand product goals and improve content understanding strategy and model's performance - Collaborate with engineers from diverse technical backgrounds and cross-functional teams to integrate advanced modeling techniques into production. Qualifications Minimum Qualification - Proficient in at least one of the following languages: Go, Python, Java, C++. - Solid knowledge and experience with at least one major deep learning framework (e.g. PyTorch, Tensorflow) - 2+ years experience in one or more of the areas: machine learning, deep learning, computer vision, NLP, Audio, content understanding or participating in large-scale online machine learning platforms are preferred - Experience building scalable, highly available, distributed and mission-critical systems. Preferred Qualification - Able to work closely with diverse stakeholders and have good communication skills - Self-driven, positive, cooperative and willing to keep learning at all times - Authors with publications in top-tier venues such as SIGGRAPH, SIGGRAPH Asia, CVPR, ICCV, ECCV, ICML, NeurIPS, ICLR About TikTok TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.​ Why Join Us 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.​ We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.​ ​ Diversity & Inclusion​ TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.​ Acknowledgment of Country In the spirit of reconciliation, TikTok acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.​