资深机器学习工程师，AI
Staff Machine Learning Engineer, AI
关于 Sentry
软件驱动世界，速度比以往任何时候都更快。Sentry 帮助开发者在用户察觉之前修复错误和性能问题，这样团队可以减少灭火时间，更多时间用于构建产品。
被 200,000+ 家组织信赖，Sentry 是当今应用监控的标准，我们的团队正在打造其 AI 原生的未来。
关于该职位
作为 Sentry AI/ML 团队的高级机器学习工程师，你将直接负责开发用于让我们的产品更智能、更强大的模型和代理。这个角色至关重要；你将处于将人工智能和机器学习集成到我们核心产品的最前沿，从问题分类和解决到应用性能监控的预测分析。你的工作将帮助全球的公司获得对其软件的可操作洞察，使他们能够更快地构建更好的产品。
在这个职位中，你将
- 构建最先进的代理式 AI 系统，用于分类、调试和解决真实的生产问题
- 利用 Sentry 独特（且庞大的）错误、跨度和配置文件数据集
- 负责 AI/ML 领域主要项目的开发
如果你喜欢这份工作，是因为你
- 以影响力为驱动力，喜欢从事高风险、高可见度的项目
- 喜欢构建东西。你将有机会作为 AI/ML 团队的奠基成员之一加入
- 在跨职能团队中茁壮成长，并喜欢与开发人员和产品团队一起构建功能
资格要求
- 计算机科学、机器学习或相关领域硕士/博士学历，至少 4+ 年相关工作经验
- 计算机科学、机器学习或相关领域本科学历，至少 6+ 年相关工作经验
- 在构建生产级代理系统和工具方面有显著的专业能力
- 你能够编写高质量的生产代码（我们使用 Python）
- 精通深度学习框架（我们使用 PyTorch）
- 熟悉在生产环境中大规模部署机器学习模型
- 有撰写技术文档、指导他人和向技术受众演讲的经验
- 有主导或与多个工程师和团队合作完成系统、功能或组件的实证记录
Sentry 合理预计为该职位提供的基本薪资范围（或适用的时薪范围）为 155,000 至 400,000 美元。成功候选人的实际基本薪资（或时薪）将根据具体情况确定。
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ABOUT SENTRY
Software runs the world and the pace is faster than ever. Sentry helps developers fix errors and performance issues before users notice, so teams can spend less time firefighting and more time building.
Trusted by 200,000+ organizations, Sentry is today’s application monitoring standard and our team is building its AI-native future.
ABOUT THE ROLE
As a Staff Machine Learning Engineer on Sentry’s AI/ML team, you’ll be directly responsible for developing the models and agents used to make our product smarter and more capable. This role is crucial; you will be at the forefront of integrating AI and machine learning into our core products, from issue triage and resolution to predictive analytics for application performance monitoring. Your work will help companies around the globe gain actionable insights into their software, enabling them to build better products, faster.
IN THIS ROLE YOU WILL
- Build state-of-the-art agentic AI systems to triage, debug, and solve real production issues
- Leverage Sentry’s novel (and massive) dataset of errors, spans, and profiles
- Own the development of major initiatives in the AI/ML space
YOU'LL LOVE THIS JOB IF YOU
- Are driven by impact and enjoy working on high-stakes, high-visibility projects
- Enjoy building things. You will have the opportunity to join the AI/ML team as one of its foundational members
- Thrive in cross-functional teams and enjoy building features alongside developers and product teams
QUALIFICATIONS
- Minimum 4+ years of professional experience with a MS/PhD degree in computer science, machine learning, or a related field
- Minimum 6+ years of professional experience with Bachelor’s degree in computer science, machine learning, or a related field
- Demonstrated expertise building production-grade agentic systems and tools
- You are comfortable writing production quality code (we use Python)
- Expertise with deep learning frameworks (we use PyTorch)
- Familiarity in deploying machine learning models at scale in production environments
- Experience in writing technical documentation, mentoring, and presenting to technical audiences
- Proven track record of owning a system, feature, or component, leading or collaborating with multiple engineers and teams
The base salary range (or hourly wage range, if applicable) that Sentry reasonably expects to pay for this position is $155,000 to $400,000. A successful candidate’s actual base salary (or hourly wage) amount will be determined by a variety of relevant factors including, without limitation, the candidate’s work location, education, work and other relevant experience, skills, and job-related knowledge. A successful candidate will be eligible to participate in Sentry’s employee benefit plans/programs applicable to the candidate’s position (including incentive compensation, equity grants, paid time off, and group health insurance coverage). See Sentry Benefits https://sentry.io/careers/ for more details about the Company’s benefit plans/programs.
EQUAL OPPORTUNITY AT SENTRY
Sentry is committed to providing equal employment opportunities to its employees and candidates for employment regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, veteran status, or other legally-protected characteristic. This commitment includes the provision of reasonable accommodations to employees and candidates for employment with physical or mental disabilities who require such accommodations in order to (a) perform the essential functions of their jobs, or (b) seek employment with Sentry. We strive to build a diverse team, with an inclusive culture where every teammate can thrive. Sentry is an open-source company because we believe that everyone, everywhere, should have the ability and tools to make great software. Software should be accessible. That starts with making our industry accessible.
If you need assistance or an accommodation due to a disability, you may contact us at accommodations@sentry.io.
Want to learn more about how Sentry handles applicant data? Get the details in our Applicant Privacy Policy https://sentry.io/careers/applicantprivacy/.