Senior Lead AI Engineer (gen AI Platform Services, Agentic Ai)

Capital One Capital One · Banking · San Jose, CA +3

Senior Lead AI Engineer role focused on building and deploying Gen AI platform services, including agentic AI systems. Responsibilities span foundation model training, LLM inference, similarity search, guardrails, evaluation, experimentation, governance, and observability, leveraging technologies like AWS, Huggingface, VectorDBs, and Nemo Guardrails. The role emphasizes optimizing large-scale production AI systems for performance, cost, and latency, and contributing to the technical vision and roadmap for foundational AI systems.

What you'd actually do

  1. Design, develop, test, deploy, and support AI software components including foundation model training, large language model inference, similarity search, guardrails, model evaluation, experimentation, governance, and observability, etc.
  2. Leverage a broad stack of Open Source and SaaS AI technologies such as AWS Ultraclusters, Huggingface, VectorDBs, Nemo Guardrails, PyTorch, and more.
  3. Invent and introduce state-of-the-art LLM optimization techniques to improve the performance — scalability, cost, latency, throughput — of large scale production AI systems.
  4. Contribute to the technical vision and the long term roadmap of foundational AI systems at Capital One.

Skills

Required

  • Python
  • Go
  • Scala
  • Java
  • Computer Science
  • AI
  • Electrical Engineering
  • Computer Engineering

Nice to have

  • AWS
  • Google Cloud
  • Azure
  • Huggingface
  • VectorDBs
  • Nemo Guardrails
  • PyTorch
  • C++
  • C#
  • LLM Inference
  • Similarity Search
  • Guardrails
  • Memory
  • training optimization
  • inference optimization
  • hardware utilization
  • latency
  • throughput
  • cost optimization
  • AI research
  • AI systems
  • communication
  • presentation

What the JD emphasized

  • responsible and reliable AI systems
  • responsible and scalable ways
  • responsible AI solutions

Other signals

  • Gen AI Platform Services
  • Agentic AI
  • foundation model training
  • large language model inference
  • similarity search
  • guardrails
  • model evaluation
  • experimentation
  • governance
  • observability