Machine Learning Engineer, Commerce Ads
Core
Build scalable ML systems and state-of-the-art models to optimize ads ranking, click-through rates, conversion rates, and user journey for TikTok commerce ads.
Role type
Senior IC machine learning engineer (ads ranking & optimization)
Builds
Next-generation web ads solution for TikTok commerce
Domain
Online advertising / E-commerce
Deliverable
production ML models
Required skills
Go, C/C++, Python, statistics, deep learning (CNN/RNN/LSTM), ML frameworks (TensorFlow/Pytorch/MXNet), data structures & algorithms, Linux
Preferred skills
ads bidding & auction, ads quality control, online advertising systems (CPC/CPM, CTR/CVR, Ranking/Targeting), resource management, task scheduling, search & recommendation
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