Sr. AI Scientist - AI Detection and Response (AIDR) (Hybrid)

CrowdStrike, Inc. • Redmond, WA • 7h ago

CrowdStrike, Inc. Full time R26578

As a global leader in cybersecurity, CrowdStrike protects the people, processes and technologies that drive modern organizations. Since 2011, our mission hasn't changed --- we're here to stop breaches, and we've redefined modern security with the world's most advanced AI-native platform. We work on large scale distributed systems, processing almost 3 trillion events per day and this traffic is growing daily. Our customers span all industries, and they count on CrowdStrike to keep their businesses running, their communities safe and their lives moving forward. We're also a mission-driven company. We cultivate a culture that gives every CrowdStriker both the flexibility and autonomy to own their careers. We're always looking to add talented CrowdStrikers to the team who have limitless passion, a relentless focus on innovation and a fanatical commitment to our customers, our community and each other. Ready to join a mission that matters? The future of cybersecurity starts with you.

About the Role:

CrowdStrike is looking for a Data Scientist and AI researcher with a deep understanding of Generative Models, training and fine tuning the models for various kinds of predictive or generative tasks. This person should have strong foundational knowledge of various Generative AI model architectures. He/She should be able to demonstrate via experience and projects, practical and applied knowledge towards practical capabilities and product features. Deep understanding of various LLM concepts like RAG, AI Workflows, Agentic AI, AI Agents, AI Agent Frameworks, MCP, A2A is required. The candidate should be able to understand the requirements, research possible solutions, proto@type and implement scalable, performant and code for the requirement. The candidate should have expert level knowledge of Python and frameworks like PyTorch. The candidate should have experience in white paper publishing and speaking at conferences as that is expected of the role.

Success Means:

Architecting and delivering scalable proto@types for various features.

Ability to research and compare/contrast various solutions for a given problem.

Gather feedback and iterate towards a final solution while addressing the feedback.

Ability to provide detailed design and architecture documents for the feature.

The ability to present the problem and describe the solution in easy to understand ways for a larger audience is critical.

Ability to measure, report and explain the efficacy characteristics of the solution.

Ability to write deep technical papers for internal and external audiences.

Ability to speak at internal and external events as needed.

Ability to present and explain the feature in the @context of the product to the customers as needed.

Ability to work at the code layers of models having deep understanding of cuda, kernels, and frameworks like pytorch.

What You'll Do:

Research, design, and proto@type cutting-edge generative AI solutions that enhance CrowdStrike's AI Detection and Response capabilities, translating complex AI concepts into practical security features.

Create, curate, and maintain high-quality datasets for training and evaluating deep learning models; establish data collection pipelines, labeling workflows, and quality assurance processes to ensure dataset integrity

Conduct experiments to further the capabilities of existing models.

What You'll Need:

6+ years of combined experience as an ML/AI researcher and practitioner.

3+ years building/prototyping Generative AI features, Training and Fine Tuning AI / Deep learning models.

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