Algorithm Engineer

4 days ago

Singapore TikTok Full time

Responsibilities
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us
At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.

The team uses the most advanced AI technology to combat various risks/violations in Bytedance's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem, high-quality content and merchandise are areas where we are constantly striving for improvement.
- Responsible for large-scale multi-modal (vision, speech, natural language, etc.) algorithm research and implementation in e-commerce scenarios
- Responsible for pre-training and tuning multi-modal models using massive e-commerce data
- Participate in the research and development of methods to use multi-modal information more efficiently, dig in-depth the valuable information contained in each modal in the e-commerce scenario, and fully understand it in multiple dimensions

**Qualifications**:

- Minimum 3 years of work experience in related fields
- Familiar with one or more deep learning frameworks such as TensorFlow, Pytorch;
- Have a deep understanding of multimodal mainstream research directions (multimodal representation learning, modal transformation, alignment, multimodal fusion, co-learning)
- Have a deep understanding and project experience in NLP, entity mining, text classification, detection, segmentation, video classification, etc.

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.

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