机器学习工程师,诚信
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Machine Learning Engineer, IntegrityOpenAI · San Francisco · $287k – $555k
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职位描述
机器翻译关于团队 OpenAI 的诚信团队致力于确保我们的前沿技术不仅具有革命性,还能抵御各种对抗性威胁。我们努力在平台扩展的过程中维护其诚信。 诚信团队处于防御各种形式滥用的最前线:内容滥用、规模化攻击,以及其他可能破坏用户体验或损害我们运营稳定性的行为。 关于该职位 作为 OpenAI 诚信团队的机器学习工程师,你将有机会与 AI 领域最杰出的人才共事。你将研究最先进的模型和分类器,尝试新的架构和方法,并推动我们在内容和用户理解方面的能力。你将帮助把研究突破转化为切实可行的解决方案,提升我们平台的信任与安全。如果你对训练 LLM 和构建 ML 模型充满热情,这个职位就是你大展身手的机会。 在这个职位中,你将: • 创新与部署:设计并部署先进的机器学习模型,解决现实世界的问题。将 OpenAI 的研究从概念推向实现,打造具有直接影响力的 AI 驱动应用。
• 与最优秀的人协作:与研究人员、软件工程师和产品经理紧密合作,理解复杂的业务挑战,并交付 AI 驱动的解决方案。成为一个充满活力、思想自由流动、创造力蓬勃发展的团队的一员。
• 优化与扩展:实现可扩展的数据管道,优化模型的性能和准确性,并确保它们可用于生产环境。为需要前沿技术和创新方法的项目做出贡献。
• 学习与引领:通过接触机器学习和 AI 的最新发展保持领先。参与代码审查,分享知识,并以身作则,维护高质量的工程实践。
• 创造影响:监控并维护已部署的模型,确保它们持续创造价值。你的工作将直接影响 AI 如何造福个人、企业乃至整个社会。
如果你符合以下条件,你可能会在这个职位中如鱼得水: • 计算机科学、机器学习、数据科学或相关领域的硕士/博士学位
岗位职责
作为 OpenAI 诚信团队的机器学习工程师,你将有机会与 AI 领域最杰出的人才共事。你将研究最先进的模型和分类器,尝试新的架构和方法,并推动我们在内容和用户理解方面的能力。你将帮助把研究突破转化为切实可行的解决方案,提升我们平台的信任与安全。如果你对训练 LLM 和构建 ML 模型充满热情,这个职位就是你大展身手的机会。 在这个职位中,你将: • 创新与部署:设计并部署先进的机器学习模型,解决现实世界的问题。将 OpenAI 的研究从概念推向实现,打造具有直接影响力的 AI 驱动应用。
• 与最优秀的人协作:与研究人员、软件工程师和产品经理紧密合作,理解复杂的业务挑战,并交付 AI 驱动的解决方案。成为一个充满活力、思想自由流动、创造力蓬勃发展的团队的一员。
• 优化与扩展:实现可扩展的数据管道,优化模型的性能和准确性,并确保它们可用于生产环境。为需要前沿技术和创新方法的项目做出贡献。
• 学习与引领:通过接触机器学习和 AI 的最新发展保持领先。参与代码审查,分享知识,并以身作则,维护高质量的工程实践。
• 创造影响:监控并维护已部署的模型,确保它们持续创造价值。你的工作将直接影响 AI 如何造福个人、企业乃至整个社会。
如果你符合以下条件,你可能会在这个职位中如鱼得水: • 计算机科学、机器学习、数据科学或相关领域的硕士/博士学位。
• 在深度学习和 transformer 模型方面有已证明的经验
任职要求
• 熟练掌握 PyTorch 或 Tensorflow 等框架
• 在数据结构、算法和软件工程原则方面有扎实的基础。
• 熟悉训练和微调大型语言模型的方法,如蒸馏、监督微调和策略优化
• 出色的解决问题和分析能力,并能主动应对挑战。
• 能够与跨职能团队协作。
• 能够在有时定义较为模糊、优先级或截止日期可能相互冲突的环境中快速推进
• 乐于端到端地负责问题,并愿意补齐自己缺失的任何知识以完成工作
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世界各地。AI 是一种极其强大的工具,其创建必须以安全性和人类需求为核心;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 的平权行动和 equal employment opportunity 政策声明。 对申请人的背景调查将依照适用法律进行,对于有逮捕或定罪记录的合格申请人,将依据这些法律予以就业考虑,包括针对美国候选人的《旧金山公平机会条例》、《洛杉矶县雇主公平机会条例》和《加州公平机会法案》。对于未建制洛杉矶县的员工:我们有理由认为,犯罪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,并承担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,相关请求可通过此链接提出。 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 The Integrity team at OpenAI is dedicated to ensuring that our cutting-edge technology is not only revolutionary, but also secure from a myriad of adversarial threats. We strive to maintain the integrity of our platforms as they scale. The Integrity team is at the front lines of defending against misuse in all its forms: content abuse, scaled attacks, and other actions that could undermine the user experience or harm our operational stability. About the Role As a Machine Learning Engineer in OpenAI's Integrity team, you will have the opportunity to work with some of the brightest minds in AI. You’ll work on state-of-the-art models and classifiers, experiment with new architecture and approaches, and push forward our abilities in content and user understanding. You’ll help turn research breakthroughs into tangible solutions that improve the trust and safety of our platform. If you're excited about training LLMs and building ML models, this role is your chance to make a significant mark. In this role, you will: • Innovate and Deploy: Design and deploy advanced machine learning models that solve real-world problems. Bring OpenAI's research from concept to implementation, creating AI-driven applications with a direct impact.
• Collaborate with the Best: Work closely with researchers, software engineers, and product managers to understand complex business challenges and deliver AI-powered solutions. Be part of a dynamic team where ideas flow freely and creativity thrives.
• Optimize and Scale: Implement scalable data pipelines, optimize models for performance and accuracy, and ensure they are production-ready. Contribute to projects that require cutting-edge technology and innovative approaches.
• Learn and Lead: Stay ahead of the curve by engaging with the latest developments in machine learning and AI. Take part in code reviews, share knowledge, and lead by example to maintain high-quality engineering practices.
• Make a Difference: Monitor and maintain deployed models to ensure they continue delivering value. Your work will directly influence how AI benefits individuals, businesses, and society at large.
You might thrive in this role if you: • Master's/ PhD degree in Computer Science, Machine Learning, Data Science,
岗位职责
As a Machine Learning Engineer in OpenAI's Integrity team, you will have the opportunity to work with some of the brightest minds in AI. You’ll work on state-of-the-art models and classifiers, experiment with new architecture and approaches, and push forward our abilities in content and user understanding. You’ll help turn research breakthroughs into tangible solutions that improve the trust and safety of our platform. If you're excited about training LLMs and building ML models, this role is your chance to make a significant mark. In this role, you will: • Innovate and Deploy: Design and deploy advanced machine learning models that solve real-world problems. Bring OpenAI's research from concept to implementation, creating AI-driven applications with a direct impact.
• Collaborate with the Best: Work closely with researchers, software engineers, and product managers to understand complex business challenges and deliver AI-powered solutions. Be part of a dynamic team where ideas flow freely and creativity thrives.
• Optimize and Scale: Implement scalable data pipelines, optimize models for performance and accuracy, and ensure they are production-ready. Contribute to projects that require cutting-edge technology and innovative approaches.
• Learn and Lead: Stay ahead of the curve by engaging with the latest developments in machine learning and AI. Take part in code reviews, share knowledge, and lead by example to maintain high-quality engineering practices.
• Make a Difference: Monitor and maintain deployed models to ensure they continue delivering value. Your work will directly influence how AI benefits individuals, businesses, and society at large.
You might thrive in this role if you: • Master's/ PhD degree in Computer Science, Machine Learning, Data Science, or a related field.
• Demonstrated experience in deep learning and transformers models
任职要求
• Proficiency in frameworks like PyTorch or Tensorflow
• Strong foundation in data structures, algorithms, and software engineering principles.
• Are familiar with methods of training and fine-tuning large language models, such as distillation, supervised fine-tuning, and policy optimization
• Excellent problem-solving and analytical skills, with a proactive approach to challenges.
• Ability to work collaboratively with cross-functional teams.
• Ability to move fast in an environment where things are sometimes loosely defined and may have competing priorities or deadlines
• Enjoy owning the problems end-to-end, and are willing to pick up whatever knowledge you're missing to get the job done
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.