--- title: '视频数据标注 & 评测专家 / 负责人 at Embedding VC' canonical: 'https://feeny.ai/job/embedding-vc-san-francisco-bxx1j88xfbsd' type: 'job' last_seen: '2026-09-09' --- # 视频数据标注 & 评测专家 / 负责人 at Embedding VC - **Company:** Embedding VC - **Location:** San Francisco, CA - **Employment:** full-time - **Work type:** remote - **Posted:** 2026-07-28 - **Last confirmed live:** 2026-09-09 - **Apply:** https://jobs.ashbyhq.com/embedding-vc/673ad016-ea89-4f0e-8d4b-07b059f32743 ## Job description 岗位职责 视频标注 - 设计并落地各类视频标注任务与规范:caption(prompt 与视频内容对齐)、动作(action)、场景(scene)、风格、镜头 / 运镜、时序一致性、ranking / preference、badcase 分类等。 - 搭建标注质检体系:gold set、抽检、多轮 review、一致性(IAA)、reviewer 校准,保障大批量标注质量稳定可迭代。 - 管理标注供应商 / 众包团队,控制交付质量、一致性与返工。 - 根据模型 badcase 持续迭代标注规范(guideline)与标准。 视频评测 - 搭建视频生成评测体系:评测集 / benchmark 构建,评测维度与指标设计(画质、动作自然度、时序一致性、prompt 匹配度、坏帧 / 变形 / 闪烁等),人工 + 自动评测结合。 - 建立 badcase 分类与回流机制,把评测结果转化为可执行的数据补充和标注规范调整。 - 支持多版本模型对比,跟踪数据使用效果与模型改进。 协同 - 与算法团队对接,理解 PT / SFT / RLHF / Eval 各阶段对数据的不同要求,推动数据标准持续迭代。 任职要求 - 3 年以上相关经验,做过视频 / 图像 / 多模态数据的标注或评测(非纯文本 NLP)。 - 亲手做过相关工作,能清楚讲解不同视频标注任务之间的差异和具体做法。 - 熟悉标注质检体系,在 gold set、抽检、IAA、reviewer 校准等机制上至少有一套实操经验。 - 有与算法团队协作、推动 badcase 回流的经验。 - 较强的流程梳理与跨团队沟通能力。 加分项 - 直接做过视频生成 / T2V / VLM / 多模态模型的训练数据或评测。 - 理解 SFT / RLHF,清楚偏好数据与 ranking 在其中的作用。 - 管理过标注供应商 / 众包 / 专家团队,并能把控交付质量。 - 有从 0 到 1 搭建标注或评测流程的经验。 ## About Embedding VC ## Company Overview - **One-liner**: Embedding VC is an early-stage venture capital firm investing in Generative AI startups, backing engineering, product, and research visionaries. - **Entity Type**: Private (Venture Capital Firm) - **Headquarters**: Menlo Park, California, United States - **Founded**: 2023 - **Founders**: Roger Luo (Founder & Managing Partner) ## Core Business - Primary industry/industries: Venture Capital, Private Equity, Artificial Intelligence - Target customers: Early-stage Generative AI startups (Seed and Series A) - Mission or purpose statement: To back engineering, product, and research visionaries in the mission to develop AGI, believing they are at the onset of a new computing super cycle driven by AI innovations. ## Products & Services - **Venture Capital Investments**: Early-stage (Seed and Series A) investments in Generative AI startups. Focus areas include AI-first applications, middleware for Gen AI, and AI + game + social. - **Portfolio Support**: Provides capital and strategic support to portfolio companies, leveraging a network of investors who are current and former builders and operators. ## Market Standing - **Valuation/Market Cap**: Not applicable (Venture Capital firm) - **Key Metric**: Total Funding Deployed: Not publicly disclosed. The firm has made 6 investments as of early 2026, with 5 new investments in the last 12 months. - **Notable Investors/Partners**: The firm's investors are current and former builders and operators. Co-investors include Long Journey Ventures, Mayfield, Correlation Ventures, 468 Capital, NFX, and Menlo Ventures. - **Growth Signals**: Active job postings (37 as of mid-2026), with a monthly growth in postings of +5.7% and quarterly growth of +48.0%. The firm's website traffic has grown +231.9% monthly. The firm has made 5 new investments in the last 12 months, including a Series A round in Entelligence in January 2026. ## Competitive Advantages - **Founder-Operator Network**: All investors in the fund are current and former builders and operators, providing deep, hands-on expertise to portfolio companies. - **Niche Focus**: Dedicated exclusively to early-stage Generative AI, a high-growth, cutting-edge sector, allowing for deep specialization and a strong network within the AI ecosystem. - **Strong Portfolio**: Investments in notable AI startups like Flora (AI-powered smart glasses, $52M raised), Omi (AI personal story recording), and Entelligence (AI for engineering leadership) demonstrate a keen eye for emerging trends. ## Strategic Focus - **Generative AI Leadership**: To be the premier early-stage partner for founders building the next generation of AI-native companies. - **AGI Mission**: The firm explicitly states a belief in the mission to develop AGI, signaling a long-term, high-conviction investment thesis. - **Expanding Portfolio**: Actively seeking new investments in AI-first applications, middleware for Gen AI, and AI + game + social. ## Why Work Here - **Culture**: A small, focused team of 17 employees (as of mid-2026) with a flat structure, offering significant ownership and impact. The firm is described as a partnership. - **Remote/Hybrid Policy**: The firm has offices in Menlo Park (HQ) and Los Angeles, CA. Job postings indicate a mix of "In-Office" and "In-Office or Remote" roles, suggesting flexibility depending on the position. - **Notable Perks/Engineering Culture**: Working at a VC firm offers exposure to the cutting edge of AI technology and the startup ecosystem. The team is composed of specialists and management, with a strong consulting and technical background. The firm is actively hiring for technical roles (Machine Learning Engineer, Software Engineer, Data Engineer) and product roles, indicating a hands-on, builder-oriented culture within the firm itself. ## Sources 1. [embedding.vc](https://www.embedding.vc/) 2. [linkedin.com](https://www.linkedin.com/company/embeddingvc) 3. [jobs.ashbyhq.com](https://jobs.ashbyhq.com/embedding-vc) 4. [tracxn.com](https://tracxn.com/d/venture-capital/embeddingvc/__x4iWIoyDblSMImQx3cerpGqOt15eGHuGXfZJrtw3RK0) 5. [builtin.com](https://builtin.com/company/embedding-vc/teams) ## Other roles at Embedding VC - [IT & Information Security Manager](https://feeny.ai/job/it-information-security-manager-embedding-vc-san-francisco-sk44dfr9pp9h) — San Francisco, CA - [Software Engineer, Agent](https://feeny.ai/job/software-engineer-agent-embedding-vc-san-francisco-b6gjwsa8j7qj) — San Francisco, CA - [Senior/Staff Software Engineer, Agent](https://feeny.ai/job/senior-staff-software-engineer-agent-embedding-vc-san-francisco-yqmv1e6jkzym) — San Francisco, CA - [Software Engineer, Enterprise AI Platform](https://feeny.ai/job/software-engineer-enterprise-ai-platform-embedding-vc-san-francisco-qhqpjezbrxvg) — San Francisco, CA - [Senior Software Engineer, Enterprise AI Platform](https://feeny.ai/job/senior-software-engineer-enterprise-ai-platform-embedding-vc-san-francisco-w4p49q7xp4qm) — San Francisco, CA - [Senior Product UI/UX Designer](https://feeny.ai/job/senior-product-ui-ux-designer-embedding-vc-san-francisco-6njqf9mjhek8) — San Francisco, CA - [Lead AI Native Engineer](https://feeny.ai/job/lead-ai-native-engineer-embedding-vc-milpitas-e8kp7wddrx7f) — Milpitas, CA - [Senior Product Manager, Enterprise](https://feeny.ai/job/senior-product-manager-enterprise-embedding-vc-san-francisco-w2jf6kkspg4w) — San Francisco, CA - [GTM Specialist](https://feeny.ai/job/gtm-specialist-embedding-vc-san-francisco-awtfmvetn3gd) — San Francisco, CA - [GTM Lead](https://feeny.ai/job/gtm-lead-embedding-vc-san-francisco-5qgfnawtcd4k) — San Francisco, CA