Software Engineer, Frontier Systems - Power Management
San Francisco · 全职 · 工程与基础设施
需要对标的能力
大模型原理 · LLM 基础AI 工程设计模式
岗位职责与要求
About the Team
The Frontier Systems team at OpenAI builds, launches, and supports the largest supercomputers in the world that OpenAI uses for its most cutting edge model training.
We take data center designs, turn them into real, working systems and build any software needed for running large-scale frontier model trainings.
Our mission is to bring up, stabilize and keep these hyperscale supercomputers reliable and efficient during the training of the frontier models.
About the Role
As a Software Engineer on the Frontier Systems team focused on power management, you will work on critical infrastructure to support cutting-edge research. With large-scale supercomputers consuming substantial amounts of power, managing this efficiently is key to maximizing computational capacity. This role is critical to ensuring that our cutting-edge research supercomputing infrastructure runs smoothly, while maintaining reliability and grid-level power stability.
Our team empowers strong engineers with a high degree of autonomy and ownership, as well as ability to effect change. This role will require a keen focus on system-level comprehensive investigations and the development of automated solutions. We want people who go deep on problems, investigate as thoroughly as possible, and build automation for detection and remediation at scale.
In this role, you will:
- Develop and implement system-level and software-level solutions to optimize power usage in large-scale supercomputers, ensuring efficient and reliable operations.
- Build automation to monitor power consumption patterns during training workloads and design algorithms to stabilize these fluctuations, preventing issues with grid reliability.
- Work with researchers and engineers to design tools for real-time monitoring, detection, and remediation of power-related hardware and system faults.
- Collaborate cross-functionally to translate complex electrical system requirements into code, while driving continuous improvements in power management solutions.
- Drive the development of power throttling mechanisms at the IT system level to dynamically adjust power usage based on workload demands and infrastructure limitations.
- Collaborate with hardware design teams to integrate system-level power control requirements into IT hardware design, ensuring seamless coordination between software-driven power management and hardware capabilities.
You might thrive in this role if you have:
- 7+ years of software engineering experience with a focus on solving large-scale, system-level challenges.
- Strong proficiency in Python and familiarity with automation and scripting tools (e.g., shell scripting).
- Experience with distributed systems to efficiently aggregate and analyze streaming data.
- Knowledge of electrical engineering concepts including digital signal processing, power systems, Fast Fourier Transforms, or related areas.
- Experience in system-level investigations and development of automated solutions to address power management, fault detection, and remediation.
- Strong analytical skills and the ability to dig into noisy data (experience with SQL, PromQL, Pandas, etc.).
- Comfort working with both hardware and software teams to solve multidisciplinary problems.
Bonus points if you have:
- Deep expertise with the power characteristics of synchronous workloads (as seen in supercomputing or model training environments).
- Knowledge of power control requirements in IT hardware design, with the ability to drive cross-functional collaboration to integrate power management features into hardware systems effectively.
- Working knowledge of control system fundamentals and how physical systems respond to control strategies.
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 https://cdn.openai.com/policies/eeo-policy-statement.pdf.
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 https://form.asana.com/?d=57018692298241&k=5MqR40fZd7jlxVUh5J-UeA. 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 https://form.asana.com/?k=bQ7w9h3iexRlicUdWRiwvg&d=57018692298241.
OpenAI Global Applicant Privacy Policy https://cdn.openai.com/policies/global-employee-and-contractor-privacy-policy.pdf
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.
查看中文参考译文
关于团队
OpenAI 的 Frontier Systems 团队负责构建、部署和维护全球最大的超级计算机,这些计算机用于 OpenAI 最前沿的模型训练。
我们将数据中心设计转化为真实、可运行的系统,并构建运行大规模 frontier model 训练所需的任何软件。
关于职位
作为 Frontier Systems 团队中专注于 power management 的 Software Engineer,你将从事支持前沿研究的关键基础设施工作。随着大规模超级计算机消耗大量电力,高效管理电力对于最大化计算容量至关重要。这一职位对于确保我们前沿研究超级计算基础设施的平稳运行至关重要,同时保障可靠性和电网级电力稳定性。
我们的团队赋予优秀工程师高度的自主权和 ownership,以及推动变革的能力。这一角色需要对系统级全面调查保持敏锐关注,并开发自动化解决方案。我们希望那些能够深入问题、尽可能彻底调查,并构建规模化检测和修复自动化的人。
在这一职位中,你将:
- 开发和实施系统级和软件级解决方案,以优化大规模超级计算机中的 power usage,确保高效可靠的运行。
- 构建自动化工具,在训练工作负载期间监控 power consumption 模式,并设计算法以稳定这些波动,防止电网可靠性问题。
- 与研究人员和工程师合作,设计用于实时监控、检测和修复与 power 相关的硬件和系统故障的工具。
- 进行跨职能协作,将复杂的电气系统需求转化为代码,同时推动 power management 解决方案的持续改进。
- 推动 IT 系统级 power throttling 机制的开发,以根据工作负载需求和基础设施限制动态调整 power usage。
- 与硬件设计团队合作,将系统级 power control 需求整合到 IT 硬件设计中,确保软件驱动的 power management 与硬件能力之间的无缝协调。
如果你具备以下条件,你可能适合这一职位:
- 7 年以上 software engineering 经验,专注于解决大规模、系统级挑战。
- 精通 Python,熟悉自动化和脚本工具(例如 shell scripting)。
- 具备 distributed systems 经验,以高效聚合和分析流式数据。
- 了解电气工程概念,包括 digital signal processing、power systems、Fast Fourier Transforms 或相关领域。
- 具备系统级调查经验,以及开发自动化解决方案以解决 power management、fault detection 和 remediation 的经验。
- 强大的分析技能,以及深入挖掘 noisy data 的能力(具备 SQL、PromQL、Pandas 等经验)。
- 能够舒适地与硬件和软件团队合作,解决多学科问题。
加分项:
- 对同步工作负载的 power characteristics 有深入了解(如 supercomputing 或 model training 环境中)。
- 了解 IT 硬件设计中的 power control 需求,能够推动跨职能协作,将 power management 功能有效整合到硬件系统中。
- 具备 control system 基础知识的实践知识,以及物理系统如何响应控制策略。
如需通知 OpenAI 你认为此职位发布不合规,请通过此表单提交报告 https://form.asana.com/?d=57018692298241&k=5MqR40fZd7jlxVUh5J-UeA。与职位发布合规性无关的询问将不予回复。
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 的益处能够被广泛分享。加入我们,共同塑造技术的未来。
译文仅供辅助阅读,具体要求以原始招聘来源为准。