Rakuten Asia Pte. Ltd. is seeking a Senior Product Manager for Large Language Models (LLM) to enhance their AI capabilities in Singapore's Central Business District. The role focuses on optimizing model performance, data quality, and deployment strategies through collaboration with various technical teams
Job Summary
The role supports requirement analysis and strategy optimization for Rakuten's Large Language Models with a focus on data quality and alignment.
Candidates will collaborate with researchers and engineers to identify model weaknesses and define improvement opportunities across priority domains.
The position involves working with GPU infrastructure teams to support model deployment planning and efficient production rollout.
Matching Summary
Match Score: 85
Rakuten Asia Pte. Ltd. is seeking a Senior Product Manager for Large Language Models (LLM) to enhance their AI capabilities in Singapore's Central Business District. The role focuses on optimizing model performance, data quality, and deployment strategies through collaboration with various technical teams.
Skills & Requirements
Must-have
5+ years product management experience
LLM alignment and post-training knowledge
Data quality and evaluation workflows
Model deployment and infrastructure trade-offs
Collaboration with research and engineering teams
Nice-to-have
Experience with model serving economics
Interest in frontier AI research
Japanese language skills
Pricing strategy for AI products
Key Requirements
5+ years of experience in product management or ML platform strategy
Solid understanding of LLM alignment approaches like SFT and RLHF