AI/ML Platform Engineer
Core
Building production-ready AI/ML systems, specifically single and multi-agent applications and LLM-enabled solutions for national defense and security.
Role type
Senior IC AI/ML Platform Engineer
Builds
Scalable AI/ML systems, agent-based applications, and production-ready models for missile defense and advanced AI.
Domain
National defense, security, and space
Deliverable
production ML models | product features
Required skills
Python, PyTorch, NumPy, pandas, LangChain, LangGraph, containerization (Podman/Docker), mathematical modeling, data cleaning/normalization, model evaluation, technical documentation
Preferred skills
C++, Java, MATLAB, high-performance computing (GPU/CPU clusters), statistical modeling, computer vision, MLOps tools (MLflow, DVC, LakeFS)
Technologies
PyTorch, LangChain, LangGraph, Docker, Podman, MLflow, DVC, LakeFS, CrewAI, AutoGen, LoRA
Responsibilities
Design and build single-agent and multi-agent applications using frameworks like LangChain and LangGraph; fine-tune large language models for targeted use cases; transform experimental models into scalable production systems; prepare training datasets and execute training jobs; research and prototype machine learning approaches; measure model performance, robustness, and confidence; collaborate with engineers and scientists on regulated AI challenges
Seniority
Senior, hands-on IC
