about 5 hours ago
Shanghai, ChinaSenior / Staff+
H1B Sponsor
Responsibilities
- Develop a 1-3 year roadmap for advertising ML covering core areas like recall and ranking.
- Lead research and implementation of generative recommendation technologies in advertising systems.
- Utilize reinforcement learning techniques to align business goals with optimization strategies.
- Collaborate with leadership across multiple departments to identify and drive strategic projects.
- Manage complex technical projects, ensuring timely and high-quality delivery.
- Mentor and guide junior engineers to enhance team capabilities.
Requirements
- Bachelor's degree in Computer Science, Statistics, Mathematics, or related field; Master's or PhD preferred.
- Over 10 years of experience in machine learning, with at least 6 years in the advertising industry.
- Proficient in deep learning frameworks like TensorFlow and PyTorch.
- Strong understanding of core advertising algorithms and experience in end-to-end optimization.
- Expertise in classic recommendation models and experience in developing new architectures.
- Practical experience with reinforcement learning in advertising contexts.