Senior ML Engineer

📋 Description

• Build production ML components for a novel exploitability engine that ranks security work by
• Own well-scoped components: evidence ingestion and connectors, entity resolution, graph
• Ensure correctness and reliability: tests, evaluation, observability, metrics.
• Turn ambiguous requirements into working code with guidance.
• Maintain data and model plumbing: entity-resolution quality, evidence provenance, decay.
• Design, build, test, and operate production ML components.

🎯 Requirements

• 3+ years of software engineering experience or equivalent.
• Primary skills: Predictive Modeling, Graph ML, Security Analytics, Anomaly Detection, Risk Scoring
• Experience designing and delivering production software systems.
• Experience building/integrating AI/ML-powered applications in production or near-production.
• Modern AI experience: LLMs, RAG, embeddings, vector search, agentic workflows, model evaluation, AI
• Strong programming in Python and/or Java, Go, or similar.

🎁 Benefits

• Equity (when applicable)
• Variable/incentive compensation
• Health plans including flexible spending accounts
• 401(k) Plan with company match
• ESPP
• Matching donations