Security Machine Learning Engineer/ Researcher
Core
Researching, designing, and developing data schema, normalization, and threat detection algorithms to enhance the security capabilities of an Open XDR platform.
Role type
Senior Machine Learning Engineer / Researcher (Cybersecurity)
Builds
Security detection, correlation, and investigation features for the Open XDR platform
Domain
Cybersecurity / Machine Learning
Deliverable
production ML models
Required skills
Machine learning algorithms, deep learning, time series analysis, graph machine learning, natural language processing, statistical models, deep neural networks, Python
Preferred skills
Cybersecurity detection and response, threat hunting, open-source data models (Elastic Common Schema, Open Cybersecurity Schema Framework)
Technologies
Python
Responsibilities
Design data schema and normalization for third-party security data integration; Transform security detection use cases into machine learning problems; Research and implement efficient ML algorithms for security detection and correlation; Design and implement product features for security investigation; Create processes and tools to monitor detection efficacy.
