基础设施数据科学家
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Data Scientist, InfrastructureOpenAI · San Francisco · $230k – $385k
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发现指数 63/100,仅依据与该职位一起存储的证据计算。
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- 雇主官方来源+15
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职位描述
机器翻译关于团队 我们的基础设施团队通过扩展基础设施并将需求转化为有用的 FLOPS,帮助 OpenAI 最具能力的模型和产品交付给全世界。我们跨研究、工程、设计和业务部门协作,将前沿的 AI 进展转化为有影响力的实际应用。我们的团队确保在正确的时间和地点提供合适的算力,以支持世界上一些要求最苛刻的工作负载。我们通过扩展基础设施,为 OpenAI 的所有产品和研究赋能。我们的工作使新模型和新产品能够可靠且大规模地发布。 关于该职位 作为基础设施团队的数据科学家,你将在塑造我们如何扩展支撑 OpenAI 产品和研究的基础设施方面发挥关键作用。这一点至关重要,因为我们运营着世界上规模最大、最先进的计算集群之一,为全球数百万用户和企业提供支持。我们专注于协调基础设施的度量、规划、扩展、分配和效率,以推动全公司可衡量的影响。 你应该期望主导定义基础设施资源的基础数据集,开发为关键决策提供依据的指标,构建预测和优化模型,并建立真实来源仪表板和分析,使各团队能够理解和改进基础设施使用情况。最重要的是,你应该期望成为工程、研究和产品团队的核心合作伙伴,共同塑造支撑 OpenAI 所构建一切的基础设施。 该职位位于加利福尼亚州旧金山。我们采用每周 3 天到办公室的混合工作模式,并为新员工提供搬迁协助。 在该职位中,你将: • 构建并维护反映基础设施使用情况、效率和扩展性的基础数据集和指标。
• 开发预测和优化模型,以支持基础设施规划和资源分配。
• 与工程、研究和产品团队合作,通过数据塑造基础设施战略。
• 通过真实来源仪表板和分析推动清晰度,指导 OpenAI 全公司的基础设施决策。
如果你具备以下条件,你可能会在该职位中如鱼得水: • 5 年以上在模糊环境中开展定量工作的经验,最好是在基础设施、系统或平台领
岗位职责
作为基础设施团队的数据科学家,你将在塑造我们如何扩展支撑 OpenAI 产品和研究的基础设施方面发挥关键作用。这一点至关重要,因为我们运营着世界上规模最大、最先进的计算集群之一,为全球数百万用户和企业提供支持。我们专注于协调基础设施的度量、规划、扩展、分配和效率,以推动全公司可衡量的影响。 你应该期望主导定义基础设施资源的基础数据集,开发为关键决策提供依据的指标,构建预测和优化模型,并建立真实来源仪表板和分析,使各团队能够理解和改进基础设施使用情况。最重要的是,你应该期望成为工程、研究和产品团队的核心合作伙伴,共同塑造支撑 OpenAI 所构建一切的基础设施。 该职位位于加利福尼亚州旧金山。我们采用每周 3 天到办公室的混合工作模式,并为新员工提供搬迁协助。 在该职位中,你将: • 构建并维护反映基础设施使用情况、效率和扩展性的基础数据集和指标。
• 开发预测和优化模型,以支持基础设施规划和资源分配。
• 与工程、研究和产品团队合作,通过数据塑造基础设施战略。
• 通过真实来源仪表板和分析推动清晰度,指导 OpenAI 全公司的基础设施决策。
如果你具备以下条件,你可能会在该职位中如鱼得水: • 5 年以上在模糊环境中开展定量工作的经验,最好是在高增长公司或研究机构的基础设施、系统或平台领域
• 具备从零开始定义并落地反映系统性能、资源使用或效率的指标的经验
• 扎实的 SQL 和 Python 基础,并有构建推动技术和战略决策的模型与分析的良好记录
• 出色的沟通能力,以及与工程师、研究人员和产品相关方有效合作的能力
• 超越统计检验的战略思维,能够揭示可执行的洞察和长期权衡
如果你具备以下条件,你可能会特别适合: • 在大型后端系统中作为数据合作伙伴开展工作的可靠记录
• 能够自如应对快节奏的执行,同时将决策锚定于长期影响
• 强大的编程背景,能够运行模拟并制作变体原型
任职要求
关于 OpenAI OpenAI 是一家 AI 研究与部署公司,致力于确保通用人工智能造福全人类。我们不断拓展 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全世界。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;为实现我们的使命,我们必须包容并重视构成人类完整光谱的众多不同视角、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《平权行动与平等就业机会政策声明》。 申请人的背景调查将依据适用法律进行,对于美国候选人,有逮捕或定罪记录的合格申请人将依据相关法律获得就业考虑,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》。对于洛杉矶县非建制地区的员工:我们有合理理由相信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,并可能导致有条件录用通知被撤回:保护委托给你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你持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保密性。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 你认为该职位发布不合规,请通过此表单提交报告。与职位发布合规无关的询问将不会得到回复。 我们致力于为有残疾的申请人提供合理便利,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 带来的益处能够被广泛共享。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
About the Team Our infrastructure team helps deliver OpenAI’s most capable models and products to the world by scaling infrastructure and turning demand into useful FLOPS. We collaborate across research, engineering, design, and business to turn cutting-edge AI advancements into impactful, real-world applications. Our team ensures the right compute is available—at the right time and place—to support some of the world’s most demanding workloads. We empower all of OpenAI’s products and research by scaling the infrastructure behind them. Our work makes it possible to launch new models and products reliably and at scale. About the Role As a Data Scientist on the Infra team, you will play a key role in shaping how we scale the infrastructure that powers OpenAI’s products and research. This is critical as we operate one of the largest and most advanced compute fleets in the world, supporting millions of users and businesses globally. We focus on aligning infrastructure measurement, planning, scaling, allocation, and efficiency to drive measurable impact across the company. You should expect to guide the definition of foundational datasets for infrastructure resources, develop metrics that inform key decisions, build forecasting and optimization models, and establish source of truth dashboards and analyses that enable teams to understand and improve infra usage. Most importantly, you should expect to be a core partner to engineering, research, and product teams in shaping the infrastructure that powers everything OpenAI builds. This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: • Build and maintain foundational datasets and metrics that reflect infrastructure usage, efficiency, and scaling.
• Develop forecasting and optimization models to support infra planning and resource allocation.
• Partner with engineering, research, and product teams to shape infrastructure strategy through data.
• Drive clarity with source-of-truth dashboards and analyses that guide infra decisions across OpenAI.
You might thrive in this role if you have: • 5+ years of experience in a quantitative role navigating ambiguous environments, ideally in infrastructure, systems, or platform do
岗位职责
As a Data Scientist on the Infra team, you will play a key role in shaping how we scale the infrastructure that powers OpenAI’s products and research. This is critical as we operate one of the largest and most advanced compute fleets in the world, supporting millions of users and businesses globally. We focus on aligning infrastructure measurement, planning, scaling, allocation, and efficiency to drive measurable impact across the company. You should expect to guide the definition of foundational datasets for infrastructure resources, develop metrics that inform key decisions, build forecasting and optimization models, and establish source of truth dashboards and analyses that enable teams to understand and improve infra usage. Most importantly, you should expect to be a core partner to engineering, research, and product teams in shaping the infrastructure that powers everything OpenAI builds. This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: • Build and maintain foundational datasets and metrics that reflect infrastructure usage, efficiency, and scaling.
• Develop forecasting and optimization models to support infra planning and resource allocation.
• Partner with engineering, research, and product teams to shape infrastructure strategy through data.
• Drive clarity with source-of-truth dashboards and analyses that guide infra decisions across OpenAI.
You might thrive in this role if you have: • 5+ years of experience in a quantitative role navigating ambiguous environments, ideally in infrastructure, systems, or platform domains at a high-growth company or research org
• Experience defining and operationalizing metrics that reflect system performance, resource usage, or efficiency from the ground up
• A strong foundation in SQL and Python, and a track record of building models and analyses that drive technical and strategic decisions
• Excellent communication skills and the ability to partner effectively with engineers, researchers, and product stakeholders
• A strategic mindset that goes beyond statistical testing to surface actionable insights and long-term tradeoffs
You could be an especially great fit if you have: • Proven track record of operating as a data partner in large scale backend systems
• Comfortable navigating fast-paced execution while also anchoring decisions in long-term impact
• Strong programming background, with ability to run simulations and prototype variants
任职要求
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.