Machine Learning Engineer - Search (NLP) - Singapore
Core
Building industry-leading large model-based search technology for international short video search engines using NLP, CV, and multimodal deep learning.
Role type
Senior IC machine learning engineer (search, NLP, multimodal)
Builds
International short video search engines and algorithms
Domain
Internet / Search / Multimedia
Deliverable
production ML models
Required skills
NLP, computer vision, deep learning, large-scale distributed systems, query analysis, multi-modal fusion, personalized search algorithms
Preferred skills
top-tier academic publications, ACM-ICPC competition experience
Technologies
deep learning frameworks, distributed computing systems
Responsibilities
Develop cutting-edge NLP technologies for full-link deep learning model application; Research cross-modal matching and visual search algorithms; Implement personalized search using large-scale machine learning; Optimize high-throughput, low-latency online services for hundreds of billions of data
Seniority
Mid-Senior, hands-on IC
