Machine Learning Engineer
2 weeks ago
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.
About the team
The e-commerce compass team aims to serve merchants and creators on the e-commerce platform to improve the operating efficiency of merchants and creators. The main work of this team is to improve the efficiency of merchandise strategy, user operation, marketing and other directions through algorithm strategy.
**Responsibilities**:
- Merchandise strategy: Relying on massive merchandise information and user behavior features of TikTok
, in-depth understanding of users and merchandises, to provide algorithm strategy support for the full life cycle of merchandises and consumer full-link operation.
- Merchant's user operation: In-depth understanding of users, through crowd circle selection and strategies to improve user conversion, new and re-purchase; Improve the private domain traffic operation efficiency of merchants.
- Marketing strategies of merchants and creators: In-depth understanding of merchandise and user marketing, and provide algorithmic strategies to improve marketing efficiency.
**Qualifications**:
- 3+ years of industry experience with solid theoretical foundation of machine learning;
- Familiar with common algorithms such as matrix factorization, GBDT, LTR, Word2vec, DIN, Deep&Wide;
- Proficient in Python and C++ languages
- Proficiency in using any of the following open source tools: XGboost, TensorFlow, Caffe;
- Have excellent learning ability and good communication and cooperative spirit.
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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