Search & Recommendation Strategy Product Manager (UGC Community)

VAST

Beijing, China

CNY 400,000 – CNY 700,000

Search&Recommendation Strategy Product Manager 搜索推荐策略产品经理（UGC社区方向）

BeijingExperiencedFull-time

Responsibilities

Design search and recommendation strategies for Tripo Studio, building a content discovery and distribution system for the UGC creator ecosystem and improving content relevance and user experience.
Optimize retrieval, ranking, recommendation, traffic allocation, and cold-start strategies for 3D and UGC content to improve content quality, exposure, and creator growth.
Develop strategies for search ranking, personalized recommendations, content quality, and distribution efficiency to improve user engagement and retention.
Build data analysis frameworks, track key metrics, identify optimization opportunities, and drive continuous improvements through experiments.
Collaborate with algorithm, engineering, design, operations, and business teams to launch and iterate search and recommendation solutions.
Follow trends in generative AI, 3D content, and creator ecosystems to explore new content discovery and distribution approaches.
负责 Tripo Studio 内容搜索与推荐策略产品设计，搭建面向 UGC 创作者生态的内容发现与分发体系，精准匹配用户创作需求与优质3D内容资产，提升内容分发效率和用户体验。
基于创作者生态与内容消费场景，优化3D内容及UGC内容的召回、排序、加权分发、冷启动及流量扶持策略，提升优质内容曝光效率，促进创作者成长和平台内容供给增长。
负责搜索排序、推荐分发、内容召回、流量分配、去重降噪等核心策略机制设计，解决内容同质化、低质内容泛滥、流量分配不均等问题，持续优化用户内容发现和消费体验。
搭建搜推策略数据分析体系，关注内容曝光、点击、互动、收藏、下载、Remix、用户留存及创作者增长等核心指标，通过数据分析发现策略优化机会，推动策略持续迭代。
联动算法、研发、设计、运营及商业化团队，推进搜推策略方案落地，包括策略设计、实验验证、效果评估及产品迭代，探索内容分发与商业化增长结合的新路径。
关注搜索推荐、生成式AI、3D内容生态等领域发展趋势，结合 AI 生成内容、3D资产创作及 Creator Economy 特点，探索下一代内容发现与分发机制，构建平台核心竞争力。

Qualifications

3-5 years of experience in C-end product management, with experience in search, recommendation, content distribution, or UGC community products. Experience with content platforms, creator platforms, or tool products is preferred.
Strong understanding of search and recommendation strategies, including content retrieval, ranking, personalization, traffic allocation, cold start, and content quality evaluation. Able to independently design strategies, run experiments, and optimize results.
Strong user and creator insights, with the ability to understand content consumption needs and creator growth challenges, and design distribution strategies that benefit users, creators, and the platform.
Strong interest in generative AI, AIGC ecosystems, and 3D content creation workflows. Able to apply new content formats to search and recommendation strategy optimization.
Strong data analysis skills with experience in metrics analysis, strategy evaluation, A/B testing, and cross-functional collaboration. Nice to have:
Experience with UGC content platforms, AI-generated content, or 3D ecosystems;
Experience with global products and understanding of overseas users and content ecosystems.
3-5年 C 端策略产品经验，具备搜索、推荐、内容分发或 UGC 社区产品经验，有内容平台、社区、创作者平台或工具型产品策略设计经验。
具备扎实的搜索推荐策略能力，熟悉内容召回、排序、个性化推荐、流量分配、冷启动、内容质量评估等核心机制，能够独立完成策略设计、实验验证及效果优化。
具备用户与创作者洞察能力，能够理解内容消费需求与创作者成长诉求，结合产品机制、激励体系和分发策略，推动用户、创作者与平台生态共赢。
对生成式 AI、AIGC 内容生态、3D 内容生产与分发流程有较强兴趣和理解，能够结合新型内容形态探索搜索推荐策略优化方向。
数据分析能力强，熟悉核心指标拆解、数据分析、策略效果评估及 A/B Test 方法，具备良好的跨团队沟通协作和项目推进能力。加分项：
有 UGC内容平台、AI生成内容或3D生态相关经验；
具备海外产品经验，熟悉海外用户和内容生态。