Design, develop, and deploy LLM- and RAG-powered applications that enhance analyst and hacker productivity across offensive security use cases.
Integrate Generative AI models with internal APIs and security datasets to automate and augment workflows.
Build and fine-tune ML models for vulnerability prediction, triage prioritization, and exploit pattern detection.
Develop evaluation pipelines and feedback loops to continuously improve AI model performance and explainability.
Architect and maintain large-scale, high-performance data pipelines to process vulnerability, asset, and activity datasets from multiple sources.
Build secure data ingestion, transformation, and storage workflows leveraging AWS and modern MLOps practices.
Develop robust CI/CD pipelines for data and ML model deployment.
Collaborate with security researchers and engineers to translate offensive security workflows into data-driven automation.

Requirements

5+ years of experience in Data Science, Machine Learning Engineering, or Data Engineering.
Deep experience with Python, AWS services (S3, Lambda, Batch, Glue, Bedrock, Step Functions, Redshift), and ML frameworks (Scikit-Learn, XGBoost, PyTorch, etc.).
Proven experience building end-to-end ML pipelines — from data ingestion to model deployment and monitoring.
Strong understanding of LLM technologies, RAG architectures, and API integration with AI systems.
Ability to design and manage data architectures for large-scale, multi-tenant environments.
Experience applying ML or automation to security or operational intelligence domains.
A builder’s mindset — passionate about shipping scalable, practical AI systems.

Benefits

Discretionary bonus program
Paid time off
Flexible work arrangements

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

PythonMachine Learning EngineeringData EngineeringML pipelinesLLM technologiesRAG architecturesAPI integrationdata architecturesautomationMLOps

Soft Skills

collaborationproblem-solvingcommunicationadaptabilitycreativitycritical thinkingattention to detailproject managementanalytical thinkingbuilder's mindset