Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Platform Governance) - 2026 Start (PhD)
Tasks
- Build data models for product experience and efficiency
- Build large scale graph storage and graph learning platform
- Develop scalable optimized machine learning models
- Mine ecommerce risks and violations
- Model ecommerce entities with network and feature sequences
- Predict risks and low quality merchants products creators
- Research and implement machine learning graph learning and sequence learning
Perks/Benefits
- N/A
Skills/Tech-stack
Community mining | DGL | Data Mining | Deep learning | Graph Learning | Graph Modeling | Graph Neural Networks | Hadoop | Hive | Machine Learning | Neural Networks | Node Classification | NumPy | Pandas | PyTorch | Representation Learning | Scikit-learn | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Sequence Learning | Signal modeling | Spark | Subgraph Classification | Supervised Learning | TensorFlow | Timing Signal Modeling
Education
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