Software Engineer

2 weeks ago

Singapore TikTok Full time

About the team

**Job Description**:
1. Participate in building e-Commerce recommendation algorithms and systems, including commodity search algorithm in TikTok shop.
2. Design & build query understanding models, analyze and extract relevant information from query of TikTok creators.
3. Design, develop, evaluate and iterate on predictive models for ranking (e.g. Click Through Rate), including but not limited to building real-time data pipelines, feature engineering, model optimization and innovation.
4. Design and build supporting/debugging tools as needed.
**Requirements**:
1. Bachelor's degree or higher in Computer Science or related fields.
2. Strong programming and problem-solving ability.
3. Experience in applied machine learning, familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks, Wide and Deep etc.
4. Experience in Deep Learning Tools such as Tensorflow/Pytorch.
5. Experience with at least one programming language like C++/Python or equivalent.

Preferred Qualifications
1. Experience in recommendation system, online advertising, information retrieval, natural language processing, machine learning, large-scale data mining, or related fields.
2. Publications at KDD, NEURIPS, WWW, SIGIR, WSDM, ICML, IJCAI, AAAI, RECSYS and related conferences/journals, or experience in data mining/machine learning competitions such as Kaggle/KDD-cup etc.

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