Sr Software Engineer
Core
Building a novel exploitability engine that ranks security work by realistic attacker reachability rather than raw severity.
Role type
Senior IC Machine Learning Engineer (Security)
Builds
Production ML components for an exposure analysis system that turns raw security signals into ranked attack paths.
Domain
Cybersecurity / AI Security / Risk Engineering
Deliverable
production ML models
Required skills
Software engineering fundamentals, production ML/LLM application development, distributed systems, cloud-native development, graph systems, Python/Java/Go/TypeScript
Preferred skills
AI safety and guardrails, AI evaluation, vulnerability management, identity security, AI-assisted development tools
Technologies
LLMs, RAG, embeddings, vector search, agentic workflows, graph databases, Python, Java, Go, TypeScript
Responsibilities
Design, build, test, and operate production ML components; ensure correctness and reliability via tests and observability; prototype new AI capabilities; partner with product and security teams to define problems
Seniority
Senior, hands-on IC
