Senior Machine Learning System Builder
Core
Own end-to-end detection capabilities for cybersecurity, from problem framing and data pipelines to production models and telemetry.
Role type
Senior Machine Learning Systems Builder
Builds
AI/ML detection portfolio including threat similarity search, URL reputation, image-based phishing, web threat classification, and content classification
Domain
Cybersecurity / Critical Infrastructure
Deliverable
production ML models
Required skills
Python, PyTorch or TensorFlow, statistics and experiment design, model evaluation under distribution shift, AI coding and agent tooling, data pipeline construction, ONNX integration
Preferred skills
experience with JVM-based backend integration, automated model build/release pipelines, agentic automation for labeling and evaluation
Technologies
Python, PyTorch, TensorFlow, ONNX, SageMaker Pipelines
Responsibilities
Design and train models for production; build data pipelines for sample sourcing and labeling; automate the ML lifecycle with AI agents; monitor model quality in production via telemetry and drift detection; define evaluation methodology for adversarial domains
Seniority
Senior, hands-on IC
