Sentry
Your business. Our experience.
Insurance • Claims Services • Business Insurance • Risk Management • Safety Services
1001 - 5000
Senior Machine Learning Systems Engineer
May 31
🏢 In-office - San Francisco
Sentry
Your business. Our experience.
Insurance • Claims Services • Business Insurance • Risk Management • Safety Services
1001 - 5000
Description
• 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
Requirements
• Minimum 7+ years of professional experience with a Bachelor's degree in computer science, machine learning, or a related field • 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
Benefits
• Sentry Benefits for more details about the Company’s benefit plans/programs
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