Dragos is on a relentless mission to defend industrial organizations that provide us with the necessities of modern civilization; running water, functioning electricity, and safe industrial working environments. As the market leader in ICS/OT Cybersecurity, we are dedicated to arming our customers with best-in-class technology, threat intelligence, and services to protect their systems as effectively and efficiently as possible. We’re a remote-first culture with operations in North America, Europe, the Middle East, and APAC. We’re looking for mission-oriented teammates who embody our core values of authenticity, transparency, and trust. Are you ready to make a difference? Come join a mission that can save the world!
Staff Machine Learning Engineer
Location
United States
Posted
23 days ago
Salary
$225K / year
Job Description
Job Requirements
- Collaborate with Data Scientists to translate research concepts and prototypes into scalable, production-ready ML systems.
- Partner with Data Engineers to establish data contracts and implement observability frameworks for ML pipelines, including monitoring, versioning, and deployment best practices.
- Contribute to ML infrastructure improvements, including automated testing frameworks, CI/CD pipelines, and deployment strategies for containerized environments (Kubernetes, Docker).
- Evaluate and adapt state-of-the-art ML research and open-source models to domain-specific cybersecurity applications.
- Troubleshoot and optimize ML model performance in production environments, addressing issues related to latency, accuracy, and resource utilization.
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