全栈软件工程师,数据采集(基础架构)
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Full-Stack SWE, Data Acquisition (Foundations)OpenAI · San Francisco · $295k – $536k
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职位描述
机器翻译概述: OpenAI 的 Foundations 组织下的数据采集团队负责支持我们模型训练运营的所有数据收集方面。我们的团队管理网络爬虫和 GPTBot 服务,并与数据处理、架构和扩展团队密切合作。我们正在寻找一位熟练的全栈工程师加入我们的数据采集团队,构建和优化支持我们数据基础设施的界面和工具。
岗位职责
• 开发和维护支持数据采集的全栈应用程序,包括内部工具和仪表板。
• 与跨职能团队(包括数据处理、架构和扩展)密切合作,确保无缝的数据摄取和工作流管理。
• 设计并实现 API,以促进内部服务和外部数据源之间的数据交互。
• 通过开发直观的基于 Web 的界面来管理和监控数据管道,提升用户体验。
• 在分布式计算环境中优化后端服务的性能、可扩展性和安全性。
• 与法律和合规团队合作,确保我们的数据采集流程符合隐私法规和最佳实践。
• 使用 Kubernetes 和基础设施即代码(IaC)方法部署和维护基础设施。
• 分析系统性能,进行实验,并改进数据工作流以最大化效率。
任职要求
• 计算机科学或相关领域的学士/硕士/博士学位。
• 4 年以上全栈开发行业经验。
• 精通前端框架(React、Vue 或类似框架)和后端技术,如 Python、Node.js 或 Go。
• 在 RESTful API、GraphQL 和数据库设计(SQL 和 NoSQL)方面具有深厚的专业知识。
• 具有构建处理大规模数据集的数据密集型应用程序的经验。
• 熟悉云平台(AWS、GCP 或 Azure)和容器编排(Kubernetes、Docker)。
• 具有网络爬虫和大规模数据处理经验者优先。
• 强大的问题解决能力,以及在快节奏环境中平衡多项任务的能力。
• 出色的沟通和协作能力。
关于 OpenAI OpenAI 是一家 AI 研究和部署公司,致力于确保通用人工智能造福全人类。我们不断突破 AI 系统能力的边界,并寻求通过我们的产品将其安全地部署到世界。AI 是一种极其强大的工具,其创建必须以安全和人类需求为核心,为了实现我们的使命,我们必须包容并重视构成人类全谱系的众多不同视角、声音和经历。 我们是提供平等机会的雇主,我们不会基于种族、宗教、肤色、国籍、性别、性取向、年龄、退伍军人身份、残疾、遗传信息或其他适用的受法律保护特征进行歧视。 如需更多信息,请参阅 OpenAI 的平权行动和 equal employment opportunity 政策声明。 申请人的背景调查将根据适用法律进行,对于美国候选人,有逮捕或定罪记录的合格申请人将根据这些法律(包括《旧金山公平机会条例》、《洛杉矶县雇主公平机会条例》和《加州公平机会法》)被考虑录用。对于非建制洛杉矶县的员工:我们合理认为犯罪历史可能与以下工作职责存在直接、不利和负面的关系,可能导致有条件录用通知被撤回:保护委托给您的计算机硬件免遭盗窃、丢失或损坏;在雇佣终止或任务结束时归还您拥有的所有计算机硬件(包括其中包含的数据);以及维护专有、机密和非公开信息的机密性。此外,工作职责要求访问安全且受保护的信息技术系统以及相关的数据安全义务。 如需通知 OpenAI 您认为此职位发布不合规,请通过此表单提交报告。与职位发布合规无关的询问将不予回复。 我们致力于为残疾申请人提供合理的便利,可通过此链接提出请求。 OpenAI 全球申请人隐私政策 在 OpenAI,我们相信人工智能有潜力帮助人们解决巨大的全球挑战,我们希望 AI 的好处能够被广泛分享。加入我们,共同塑造技术的未来。
以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。
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职位描述
Overview: The Data Acquisition team within the Foundations organization at OpenAI is responsible for all aspects of data collection to support our model training operations. Our team manages web crawling and GPTBot services and works closely with Data Processing, Architecture, and Scaling teams. We are looking for a skilled Full-Stack Engineer to join our Data Acquisition team to build and optimize the interfaces and tools that power our data infrastructure.
岗位职责
• Develop and maintain full-stack applications that support data acquisition, including internal tools and dashboards.
• Collaborate closely with cross-functional teams, including Data Processing, Architecture, and Scaling, to ensure seamless data ingestion and workflow management.
• Design and implement APIs to facilitate data interactions between internal services and external data sources.
• Enhance user experience by developing intuitive web-based interfaces for managing and monitoring data pipelines.
• Optimize backend services for performance, scalability, and security in a distributed computing environment.
• Work with legal and compliance teams to ensure our data acquisition processes adhere to privacy regulations and best practices.
• Deploy and maintain infrastructure using Kubernetes and Infrastructure-as-Code (IaC) methodologies.
• Analyze system performance, conduct experiments, and improve data workflows to maximize efficiency.
任职要求
• BS/MS/PhD in Computer Science or a related field.
• 4+ years of industry experience in full-stack development.
• Proficiency in frontend frameworks (React, Vue, or similar) and backend technologies such as Python, Node.js, or Go.
• Strong expertise in RESTful APIs, GraphQL, and database design (SQL and NoSQL).
• Experience building data-intensive applications that handle large-scale datasets.
• Familiarity with cloud platforms (AWS, GCP, or Azure) and container orchestration (Kubernetes, Docker).
• Prior experience with web crawling and large-scale data processing is a plus.
• Strong problem-solving skills and ability to balance multiple tasks in a fast-moving environment.
• Excellent communication and collaboration skills.
About OpenAI OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core, and to achieve our mission, we must encompass and value the many different perspectives, voices, and experiences that form the full spectrum of humanity. We are an equal opportunity employer, and we do not discriminate on the basis of race, religion, color, national origin, sex, sexual orientation, age, veteran status, disability, genetic information, or other applicable legally protected characteristic. For additional information, please see OpenAI’s Affirmative Action and Equal Employment Opportunity Policy Statement . Background checks for applicants will be administered in accordance with applicable law, and qualified applicants with arrest or conviction records will be considered for employment consistent with those laws, including the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, and the California Fair Chance Act, for US-based candidates. For unincorporated Los Angeles County workers: we reasonably believe that criminal history may have a direct, adverse and negative relationship with the following job duties, potentially resulting in the withdrawal of a conditional offer of employment: protect computer hardware entrusted to you from theft, loss or damage; return all computer hardware in your possession (including the data contained therein) upon termination of employment or end of assignment; and maintain the confidentiality of proprietary, confidential, and non-public information. In addition, job duties require access to secure and protected information technology systems and related data security obligations. To notify OpenAI that you believe this job posting is non-compliant, please submit a report through this form . No response will be provided to inquiries unrelated to job posting compliance. We are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made via this link . OpenAI Global Applicant Privacy Policy At OpenAI, we believe artificial intelligence has the potential to help people solve immense global challenges, and we want the upside of AI to be widely shared. Join us in shaping the future of technology.