CrowdStrike

Principal Software Engineer, Endpoint AI Framework

CrowdStrike

full-time

Posted on:

Origin:  • 🇺🇸 United States

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Salary

💰 $195,000 - $290,000 per year

Job Level

Lead

Tech Stack

Cyber SecurityDistributed SystemsLinuxMacOS

About the role

  • Work with stakeholders in data science, endpoint engineering, and product groups to define the capabilities for a next generation endpoint AI framework for our falcon sensor.
  • Lead development of that framework as an individual contributor; architect; and thought leader.
  • Lead technology direction for a highly performant and cross platform model delivery framework.
  • Design interfaces which our models will use to interact with our falcon sensor, which runs on millions of Windows, Linux, and macOS endpoints worldwide.
  • Define resource utilization limits and optimize solutions to provide AI powered security on the endpoint while maintaining our agent’s lightweight footprint.
  • Define approaches for testing (efficacy, regression, performance).
  • Define approaches to produce repeatability with testing, while operating with runtime (vs static) data.

Requirements

  • Leadership experience developing and delivering ML and AI models.
  • Understanding of common AI platform technologies, such as ONNX, OpenVino, or others.
  • Experience working with runtime data and in a high performance environment.
  • Familiarity with AI hardware acceleration using the NPU or GPU.
  • Strong endpoint development experience on at least one of our major platforms - Windows, Linux, or macOS endpoints.
  • Windows platform experience, including kernel development, is preferred but not required.
  • Strong C/C++ development experience.
  • Experience with systems level programming.
  • Ability to work with teams crossing organizational boundaries.
  • Track record of owning solutions from design phase through post-delivery.
  • Record of engineering technology leadership.
  • People management experience is not necessary.
  • Experience in the security industry is a bonus but is not required.
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