Machine Learning Platform Product Manager

2 weeks ago

Singapore Shopee Full time

Machine Learning Platform Product Manager - EGO Team About The Team The EGO team is dedicated to building a leading machine learning platform that fully supports the efficient deployment of algorithms across multiple business areas, including recommendations, search, and advertising. The platform focuses on CTR/CVR prediction in large-scale sparse feature scenarios and generative recommendation combined with LLMs. It deeply optimizes the entire model training and online inference process, providing low-latency, high-throughput, and high-accuracy inference services in e-commerce, content, and social scenarios, serving as a core algorithm support and growth engine for the business. The platform covers the full lifecycle of deep learning, including data/sample generation, feature engineering, model training, model deployment, online inference, and monitoring. We have built a complete training/inference acceleration framework with a supporting Web UI and RESTful API, aiming to achieve a truly end-to-end automated and intelligent machine learning platform. Job Description Plan, design, and iterate the machine learning platform product, covering the full process from model training, evaluation, deployment, to inference. Design and optimize the platform's visual UI Portal to continuously improve efficiency and experience for algorithm and business users. Fully understand the needs of algorithm, R&D, and other teams to form clear product plans and priority roadmaps. Track the internal development team's progress and launches, drive cross-department collaboration, and ensure timely version delivery. Collect and analyze feedback from external users (business teams) on platform usage and establish a closed-loop mechanism for issues and requirements. Continuously monitor trends in machine learning platforms, AI infrastructure, and generative AI, and drive platform capability upgrades. Requirements Bachelor's degree or above, preferably in Computer Science, Software Engineering, Artificial Intelligence, or related fields. At least 1 year of product management experience, familiar with basic processes of Internet products or AI/technical platform products. Basic understanding of the lifecycle of machine learning models from training, evaluation, deployment to inference. Strong communication and cross-team collaboration skills, able to coordinate algorithm, engineering, and business resources efficiently. Strong logical analysis and problem-solving abilities, capable of driving complex system productization. Experience with algorithm platforms, model management platforms, or online inference platforms is a plus; experience with AI-related products is preferred. Seniority level Mid-Senior level Employment type Full-time Job function Information Technology Industries Internet Marketplace Platforms and Technology Information and Internet Referrals increase your chances of interviewing at Shopee by 2x. #J-18808-Ljbffr

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