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Machine Learning Engineer (User Growth & Intelligent Marketing), Global e-Commerce - 2025 Start

Salary

6500 - 13000 SGD

Min Experience

0 years

Location

Singapore

JobType

Junior

About the role

Participate in optimizing TikTok e-commerce growth and marketing algorithms, including core capabilities such as user value modelling, personalized messaging, recommendations, and intelligent marketing. Establish a user lifecycle data and value system to address core pain points and business challenges related to TikTok Mall user growth. Contribute to the implementation of product and technical solutions for user growth engines, such as personalized push notifications/emails, recommendation handling, etc., to increase e-commerce DAU and penetration rates. Optimize algorithms related to recall/sorting for new user recommendations, improving the relevance of traffic source handling and the accuracy and diversity of new user recommendations. Optimize intelligent marketing algorithms, utilizing uplift models and operations research methods to improve marketing efficiency and drive e-commerce GMV growth.

About the company

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Skills

Python
SQL
Spark
Hive
PyTorch
C++
TensorFlow
MapReduce