Principal Software Engineer developing AI learning frameworks for CrowdStrike’s endpoint protection. Collaborating with data scientists and security researchers to enhance AI capabilities in cybersecurity.
Responsibilities
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
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.
Benefits
Market leader in compensation and equity awards
Comprehensive physical and mental wellness programs
Competitive vacation and holidays for recharge
Paid parental and adoption leaves
Professional development opportunities for all employees regardless of level or role
Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections
Vibrant office culture with world class amenities
Great Place to Work Certified™ across the globe
Job title
Principal Software Engineer, Endpoint AI Framework
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