Realtime Recommendation ML Engineer

TikTok Inc.; San Jose (CA); Vor Ort; USD 123.000 - 259.000; Vollzeit

Zusammenfassung

TikTok USDS Joint Venture LLC is hiring a research-oriented engineer to build large-scale ML models for real-time creator and merchant behavior. You will optimize product recommendations, ranking, and monetization strategies to boost platform GMV while delivering a high-quality shopping experience.

The role requires strong coding (C++, Python), experience with TensorFlow or PyTorch, and a track record in applied ML or related fields. On-site in Los Angeles area.

Qualifikationen

• Bachelor's degree or higher in CS or related fields.
• Strong programming and problem-solving ability.
• Open to graduates in applied machine learning; familiar with algorithms like Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks, Wide and Deep, GBDT, LTR, Word2vec, DIN, Deep&Wide.
• Experience with TensorFlow/PyTorch.
• Experience with at least one programming language like C++/Python or equivalent.

Aufgaben

• Build and design large-scale machine learning algorithms to model the real-time interests of creators to improve conversion efficiency
• Optimize TikTok's massive commodity relationship mining and ranking and recall of creators' product recommendations, and improve the overall GMV of the platform
• Use the large scale of data to deeply analyze the behavior of creators and merchants and build targeted algorithm strategies to empower creators and merchants, improve merchants' monetization efficiency, and boost industrial upgrading
• Support the rapid development of TikTok's e-commerce business, serve millions of merchants, explore more efficient business models, satisfy users with the best shopping experience, and promote healthy ecological development

Kenntnisse

Machine learning

Problem solving

C++

Python

Deep Learning

Ausbildung

Bachelor's degree in CS or related field

Tools

TensorFlow

PyTorch

Jobbeschreibung

TikTok USDS Joint Venture LLC is hiring a research-oriented engineer to build large-scale ML models for real-time creator and merchant behavior. You will optimize product recommendations, ranking, and monetization strategies to boost platform GMV while delivering a high-quality shopping experience.

The role requires strong coding (C++, Python), experience with TensorFlow or PyTorch, and a track record in applied ML or related fields. On-site in Los Angeles area.