AI Engineer 5 (Gen AI Platform Services: Agentic AI, Guardrails, Evaluation)
Core
Design, develop, and optimize large-scale Gen AI systems including agentic workflows, guardrails, and model evaluation for banking applications.
Role type
Senior IC AI Engineer (Gen AI Platform)
Builds
Scalable AI infrastructure, multi-agent workflows, and production AI systems for Capital One's banking products.
Domain
Financial Services / Generative AI / Large Language Models
Deliverable
production ML models
Required skills
Python, Go, CUDA, Java, LLM inference, vector search, guardrails, model evaluation, multi-agent orchestration, system optimization
Preferred skills
Agentic AI system design, cloud platform deployment (AWS/GCP/Azure), heterogeneous AI system architecture, ethical AI standards, model compression, hardware right-sizing
Technologies
AWS Ultraclusters, Huggingface, VectorDBs, PyTorch
Responsibilities
Design and deploy AI software components including foundation model training and inference; optimize multi-model orchestration pipelines; lead cost-performance governance reviews; mentor Principal and Manager-level engineers
Seniority
Senior, hands-on IC with mentorship responsibilities