Nlp Algorithm Engineer, Tiktok E-commerce

2 weeks 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, 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 committed to understand the massive video content from TikTok and its affiliates, e-Commerce products and addresses on the platform through computer vision, natural language processing, and other technologies. We aim to provide global consumers with both high-quality and abundant commodity supply and improve the compliance and efficiency of the logistics fulfilment services, empowering different parts of the e-commerce shopping system.
- Responsible for the analysis and understanding of the massive addresses by natural language processing algorithm, empowering different parts of the e-commerce shopping system, including search/recommendation, transactions, and fulfillment, improving the shopping experience
- Responsible for the analysis and understanding of the text information from massive e-commerce contents and products, mining shopping trends and product attribute recognition, etc.

**Qualifications**:

- Minimum 1 year of work experience in related fields
- Solid foundation of NLP algorithm, have in-depth study and practical experience in a certain field of natural language processing, including but not limited to: text classification, similarity matching, dialogue question and answer, machine translation, sequence tagging, Knowledge Graph, intention understanding, word meaning disambiguation and other fields
- Familiar with at least one framework of TensorFlow / PyTorch / MXNet and its training and deployment details, familiar with commonly used machine learning and deep learning algorithms, understand the basic network model structure and text representation methods
- Have strong practical ability, winners in relevant competitions, and have papers published at top academic conferences (such as ACL, EMNLP, etc.) are preferred as well
- Experiences in e-commerce address, content analysis, and product attribute analysis are preferred

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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