Machine Learning Engineer

2 weeks ago


Singapore TikTok Full time

Work on potential anchor and shop mining for TikTok e-Commerce live streaming, using statistics machine learning, natural language processing, predictive modeling techniques.
- Deploy models and tools for TikTok e-Commerce data management platform. For example, build item and user tags with graph embedding to extract information from raw data.
- Analyse and conduct feature engineering for massive data such as customer profiling, e-commerce transaction, and so on and deploy the feature pipeline.
- Deliver analytic projects including but not limited to live commerce GMV prediction, pricing and promotion, customer segmentation analytic, markdown optimization, causal inference and so on.
- Collaborate closely with the product manager and business team. Translate business needs and insight into machine learning models.
- Bachelor’s degree and above, majoring in Computer Science, Statistics, and Data Mining or related fields
- Minimum 2 years of relevant DMP (Data-Management Platform) or CRM (Customer Relationship Management) model development experience.
- Experienced with feature engineering from massive raw data, e.g., customer/shop/anchor profiling and e-commerce transaction.
- Solid understanding and hands on experience of data structure, algorithms, machine learning models such as boosting trees, logistics regression and clustering.
- Good coding skills using Python, Spark and SQL.
- Experience in search and recommendation systems and deep learning field is a plus.
- Eager to learn new things and result oriented, customer oriented, team oriented and self driven.



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