Algorithm Engineer - TikTok e-Commerce
Core
Developing large-scale product knowledge graphs and state-of-the-art models to improve online shopping experience, including product matching and price comparison.
Role type
Senior IC algorithm engineer (NLP/CV/ML)
Builds
Product knowledge graphs, algorithm solutions for product matching and price comparison
Domain
E-commerce, Natural Language Processing, Computer Vision, Deep Learning
Deliverable
production ML models
Required skills
NLP (NER, text mining, classification), Computer Vision (object detection, image classification), Deep Learning (transfer learning, graph embedding, reinforcement learning), Large-scale optimization, Python, Java, C/C++, Spark, PyTorch, TensorFlow, Keras
Preferred skills
E-commerce or Internet industry experience
Responsibilities
Building and optimizing algorithm solutions for product matching and price comparison; Maintaining and improving robustness, stability, and computational efficiency of algorithms in live environments
