人工智能家居建筑初创公司寻求后端/机器学习基础设施工程师

1作者: AtmosXR3 天前原帖
我经营一家名为 Drafted.ai 的 YC 公司,旨在通过我们的人工智能帮助人们设计房屋。自三个月前上线以来,我们的网站访问量超过了12万人,注册用户超过2万人。自八个月前创办公司以来,我们已筹集1700万美元,投资者包括 Buckley Ventures(Josh Buckley)、YC、Convective(Bill Clerico)、Patrick Collison、Ben Silbermann、Jack Altman、Starship Ventures、Moses Moody、Ryan Tedder、Kevin Mahaffey 和 Charlie Songhurst。 我们正在寻找一位优秀的基础设施/后端工程师,能够帮助我们构建核心产品基础设施和模型训练基础设施。 我们需要填补一个重要的空缺,寻找一位快速、高度关注细节并渴望成长的人。 我们所需的经验包括: 1. 具备构建和扩展基于 GPU 的推理服务的经验,能够优化低延迟和高资源利用率。 2. 具备作业编排和负载均衡的经验,能够处理并行生成、异构资源限制(GPU、CPU、I/O)和多层队列。 3. 具备实现可观察性的经验,以便进行延迟归因和多阶段、异步及跨平台管道的故障诊断。 4. 具备设计扇出架构的经验,其中上游作业完成会触发多个具有不同重要性的独立下游消费者。 5. 熟悉现代云基础设施:托管数据库、作业队列、边缘计算/CDN 和 PaaS 部署平台。 6. 具备使用多种后端(Python、Typescript、Rust 编写服务器)的编码经验。 7. 具备部署到不同基础设施(AWS、Cloudflare、Railway 等)的经验。 如果您符合这些条件,请发送电子邮件至 nick@drafted.ai 安排一次介绍电话会议。
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I run a YC company called Drafted.ai that allows people to design a house with the help of our AI. We&#x27;ve had 120k+ people come to the site and 20k+ signups since launching 3 months ago. We’ve raised $17M since starting the company 8 months ago, from Buckley Ventures (Josh Buckley), YC, Convective (Bill Clerico), Patrick Collison, Ben Silbermann, Jack Altman, Starship Ventures, Moses Moody, Ryan Tedder, Kevin Mahaffey, Charlie Songhurst.<p>We are looking for a killer infrastructure&#x2F;backend engineer who can help with the core product infra and model training infra.<p>We have a major gap to fill with someone who is fast-paced, detail-oriented, and hungry to grow.<p>The experience we are looking for: 1. Experience building and scaling GPU-based inference services, optimizing for both low latency and high resource utilization.<p>2. Experience with job orchestration and load balancing with parallel generations, heterogeneous resource constraints (GPU, CPU, I&#x2F;O), and multi-tiered queues.<p>3. Experience implementing observability for latency attribution and failure diagnosis for multi-stage, asynchronous, and cross-platform pipelines.<p>4. Experience designing fan-out architectures where upstream job completion triggers multiple independent downstream consumers that have mixed criticality.<p>5. Familiarity with modern cloud infrastructure: managed databases, job queues, edge compute&#x2F;CDN, and PaaS deployment platforms.<p>6. Experience coding with a variety of backends (servers in Python, Typescript, Rust).<p>7. Experience deploying to different infrastructures (AWS, Cloudflare, Railway, etc).<p>If this fits you, email me at nick@drafted.ai to schedule an intro call.