Senior Algorithm Engineer
4 weeks ago
The TikTok E-commerce Recommendation team focuses on developing innovative algorithms and big data solutions to enhance the user experience on our platform. Our mission is to make high-quality products easily accessible, enabling everyone to enjoy a better life.
Responsibilities
• Participate in optimizing TikTok e-commerce growth and marketing algorithms, including core capabilities such as user value modeling, 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.
Requirements
• Bachelor's degree or higher in Computer Science, Computer Engineering, Mathematics or related technical discipline.
• Experience in C++ and Python; at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools (For eg. Tensorflow/Pytorch)
• Strong foundation in algorithms and data structures, with excellent coding skills.
• Strong learning ability, curiosity, and good communication and teamwork skills.
Preferred Qualifications
• Candidates who have published papers in top AI conferences/journals or achieved notable results in ACM/Machine Learning competitions
• Experience in recommendation systems, advertising, user growth, intelligent marketing, or related fields, with expertise in LTV estimation, uplift modeling, operations research, sequence modeling, or multi-scenario modeling optimization is a plus.
About TikTok
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.
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