Machine Learning Engineer Graduate (Global E-Commerce) - 2027 Start
Core
Design and develop large-scale ML algorithms and intelligent systems for TikTok Shop's e-commerce ecosystem, including recommendation, search, ranking, and conversational AI.
Role type
Machine Learning Engineer (Graduate)
Builds
End-to-end algorithm solutions for personalized recommendations, search, live streaming, and marketplace optimization.
Domain
E-commerce, Recommendation Systems, AI/ML
Deliverable
production ML models
Required skills
Machine learning, deep learning, statistics, algorithms, Python, C++, Java, Go, Rust, PyTorch, TensorFlow
Preferred skills
Recommendation systems, NLP, CV, multimodal learning, LLMs, generative models, RL, intelligent agents, E-commerce domain experience, top-tier conference publications, competitive programming
Technologies
PyTorch, TensorFlow, LLMs, Generative models
Responsibilities
Design and develop ML algorithms for large-scale e-commerce scenarios; Build end-to-end algorithm solutions from data processing to deployment; Develop scalable systems for real-time or offline learning; Partner with product and engineering teams; Run experiments and debug production issues; Explore next-gen intelligent systems like foundation models and AI agents.
Seniority
Graduate (Entry-level)