Machine Learning Infrastructure Architect
5 days ago
As a Senior Machine Learning Systems Engineer at Sentry, you will play a pivotal role in shaping the company's AI/ML landscape. Your primary responsibility will be to design and build the core infrastructure required for developing, evaluating, deploying, and iterating on models and pipelines at scale.
This position is crucial as it involves integrating machine learning into Sentry's core products, ranging from error classification to predictive analytics for application performance monitoring. Your work will have a significant impact on companies worldwide, enabling them to gain actionable insights into their software and build better products faster.
Key Responsibilities- Develop the framework used by Sentry for time-series analysis at massive scales.
- Optimize the performance of transformer-based embeddings models used in critical AI/ML pipelines.
- You're driven by impact and enjoy working on high-stakes, high-visibility projects.
- You're passionate about building scalable systems and enjoy collaborating with cross-functional teams.
- You appreciate the challenges and opportunities that come with scaling machine learning models for real-world applications.
- Minimum 7+ years of professional experience with a Bachelor's degree in computer science, machine learning, or a related field.
- You should be comfortable writing production-quality code (we use Python).
- Experience building and operating large-scale distributed systems on cloud platforms like GCP, AWS, or Azure (we use Kubernetes + Terraform).
- Familiarity with machine learning frameworks such as PyTorch or Tensorflow.
- Expertise in deploying machine learning models at scale in production environments.
- Proven track record of owning a system, feature, or component, leading or collaborating with multiple engineers and teams.
The estimated base salary for this position is between $190,000 USD and $235,000 USD per year, depending on your location, experience, and qualifications. You will also be eligible to participate in Sentry's employee benefit plans and programs.
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