Recommendation Algorithm Engineer

BIGO TECHNOLOGY PTE. LTD.
6 hours ago
Posted date6 hours ago
N/A
Minimum levelN/A
EngineeringJob category
EngineeringResponsibilities:
1. Design, develop, and optimize algorithms for core recommendation scenarios , covering key stages such as cold start, recall, ranking, and ecosystem strategy;
2. Research and implement state-of-the-art machine learning, deep learning, and large language models (LLMs) to continuously enhance recommendation accuracy and user experience;
3. Perform deep data analysis and modeling on large-scale datasets to support ecosystem health, user growth, and long-term retention in the live-streaming community.
Job Requirements:
1. Strong programming skills with knowledge of data structures and algorithms; commitment to writing clean and efficient code;
2. Proficient in Linux development environment and Python; experience with C++ is a strong advantage;
3. Hands-on experience with mainstream machine learning/deep learning frameworks such as TensorFlow or PyTorch;
4. Solid understanding of fundamental machine learning/deep learning concepts and familiarity with recommendation algorithms (e.g., collaborative filtering, exploration & exploitation, user interest modeling). Academic, research, internship, or industry experience in related areas is preferred;
5. Passionate about recommendation systems and live-streaming platforms; strong ability to learn quickly and solve problems independently;
6. Creative, innovative, and execution-oriented; motivated to explore cutting-edge technologies and implement them in real-world applications.
1. Design, develop, and optimize algorithms for core recommendation scenarios , covering key stages such as cold start, recall, ranking, and ecosystem strategy;
2. Research and implement state-of-the-art machine learning, deep learning, and large language models (LLMs) to continuously enhance recommendation accuracy and user experience;
3. Perform deep data analysis and modeling on large-scale datasets to support ecosystem health, user growth, and long-term retention in the live-streaming community.
Job Requirements:
1. Strong programming skills with knowledge of data structures and algorithms; commitment to writing clean and efficient code;
2. Proficient in Linux development environment and Python; experience with C++ is a strong advantage;
3. Hands-on experience with mainstream machine learning/deep learning frameworks such as TensorFlow or PyTorch;
4. Solid understanding of fundamental machine learning/deep learning concepts and familiarity with recommendation algorithms (e.g., collaborative filtering, exploration & exploitation, user interest modeling). Academic, research, internship, or industry experience in related areas is preferred;
5. Passionate about recommendation systems and live-streaming platforms; strong ability to learn quickly and solve problems independently;
6. Creative, innovative, and execution-oriented; motivated to explore cutting-edge technologies and implement them in real-world applications.
JOB SUMMARY
Recommendation Algorithm Engineer

BIGO TECHNOLOGY PTE. LTD.
Singapore
6 hours ago
N/A
Full-time
Recommendation Algorithm Engineer