Senior Machine Learning Engineer - Platform, Sentry
$190-235k
+Equity
Error tracking and app monitoring software
Open for applications
Error tracking and app monitoring software
201-500 employees
Open for applications
$190-235k
+Equity
201-500 employees
Company mission
To empower developer teams to build their best possible software, more quickly and easily.
Role
Who you are
- Minimum 7+ years of professional experience with a Bachelor's degree in computer science, machine learning, or a related field
- You are comfortable writing production quality code (we use Python)
- Experience building and operating large scale distributed systems on a cloud platform like GCP, AWS, Azure (we use Kubernetes + Terraform)
- Experience with distributed large-scale data processing tools, such as Apache Spark or Flink
- Experience with OLAP databases, ideally in the context of time-series data
- Familiarity with machine learning frameworks such as PyTorch or Tensorflow
- Expertise 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
- Are driven by impact and enjoy working on high-stakes, high-visibility projects
- Enjoy building things. You will have the opportunity to build an AI/ML platform at Sentry
- Thrive in cross-functional teams and enjoy building features alongside developers and product teams
- Appreciate the challenges and opportunities that come with scaling machine learning models for real-world applications
What the job involves
- As a Senior Machine Learning Systems Engineer on Sentry’s AI/ML team, you’ll be directly responsible for building the core infrastructure used to develop, evaluate, deploy, iterate on models and pipelines at scale
- This role is crucial; you will be at the forefront of integrating machine learning into our core products, from error classification 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
- Be our first Machine Learning Systems Engineer, with an opportunity to own the deployment of major initiatives
- Develop the framework used by Sentry to do time-series analysis at massive scale
- Optimize the performance of transformer-based embeddings models used for critical AI/ML pipelines
Our take
Defective software leads to dissatisfied users, disruptions and potential financial losses for companies. Sentry has created application monitoring and error tracking software to help developers fix errors faster, easier and more cost effectively.
More than 1 million developers and 70,000 organizations worldwide, including the likes of Microsoft, Disney, Atlassian, Cloudflare and Slack have used Sentry to monitor their code health. The company is well positioned for significant growth. There is an emerging need for solutions that address holistic application health. As more companies focus on digital to engage with their customers, the reliability of their applications is essential.
The global bug-tracking software market is expected to reach over $600 million by 2026 with an annual growth rate of almost 10%. Further, the company has also opened another office in Denver in early 2023, expanding its regional presence, and has announced additional functionality in its platform, all of which bodes well for Sentry's future.
Freddie
Company Specialist
Insights
Some candidates hear
back within 2 weeks
28% employee growth in 12 months
Company
Funding (last 2 of 6 rounds)
May 2022
$90m
SERIES E
Feb 2021
$60m
SERIES D
Total funding: $216.5m
Company benefits
- Competitive Compensation + Equity
- 401k Plan
- Medical, Dental, Vision Insurance
- Commuter Stipend
- Professional Development Stipend
- Health & Wellness Benefits
- Charitable Matching Program
- Flexible PTO
- Paid Parental Leave
Company values
- Pixels matter - We understand that the difference between a good product and a great one is in the finer details. We take extra care to get everything right, down to the last pixel
- Feedback is priceless - White lies help no one. We give each other constructive, respectful, and sincere feedback for the best collective outcome and most personal growth. (On our work, that is. We'll keep opinions on your floral-patterned pants to ourselves)
- Step by step - We don't expect to get things right the first time around. We do our best work by iterating: making small changes, measuring impact, and trying again (and again, and sometimes again)
- For every developer - Sentry is a tool for everyone who codes. We strive to create a product that's accessible (and indispensable) to developers at any level, at companies big, small, and everything beyond and in between
- Work in progress - We know that we don't know everything. Nothing here is set in stone. We're still filling roles and writing rules, as a team. In the meantime, we embrace individual ownership, autonomy, and accountability
- Value people - We respect one another. We understand that success comes from a variety of backgrounds, experiences, skills, and opinions — not in spite of it. Even if we disagree on the route, we still push forward to the end
Company HQ
Financial District, San Francisco, CA
Articles
Leadership
David Cramer
(CTO)They started their career as a Software Engineer at Curse, before roles at Enthropia, Disqus, and Dropbox. Having co-founded Sentry in January 2012, they left Dropbox in 2015.
Chris Jennings
(Chief Creative Officer)They have been a Frontend Developer at AgencyTen, Director of Design and UX at Disqus and most recently a Product Designer at GitHub.
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