Data Scientist
Core
Senior ML System Builder owning end-to-end detection capabilities for cybersecurity, from problem framing and data pipelines to production models and telemetry.
Role type
Senior IC ML Systems Builder
Builds
AI/ML detection portfolio including threat similarity search, URL reputation, image-based phishing detection, web threat classification, and content classification
Domain
Cybersecurity / Critical Infrastructure
Deliverable
production ML models
Required skills
End-to-end ML delivery, data pipeline construction, model training and fine-tuning, automated ML lifecycle management, production telemetry and drift monitoring, adversarial evaluation design, AI-assisted development and automation
Preferred skills
Experience with ONNX runtime integration, JVM-based backend consumption, agentic automation for labeling and evaluation
Technologies
Python, PyTorch, TensorFlow, SageMaker Pipelines, ONNX
Responsibilities
Own detection capabilities from idea to customer impact; build and maintain data pipelines for model training; design, train, and evaluate models for production; build automated model build and release pipelines; own model quality in production via telemetry and drift monitoring; design evaluation methodology for adversarial domains; automate the ML lifecycle with AI; set experimentation roadmap
Seniority
Senior, hands-on IC
