AI Engineer 5 (AI Foundations)
Core
Design, develop, test, deploy, and support large-scale production AI systems, including foundation model training, LLM inference, multi-agent workflows, and optimization pipelines for a banking customer.
Role type
Senior IC AI Engineer (AI Foundations & Infrastructure)
Builds
Scalable, high-performance AI infrastructure and proprietary solutions empowering teams across the bank.
Domain
Banking / Applied AI / Large Language Models
Deliverable
production ML models
Required skills
Foundation model training, LLM inference, multi-agent workflows, similarity search, model optimization, cost-performance governance, multi-model orchestration, Python, Go, CUDA, Java
Preferred skills
Leading development of AI systems with tradeoff decisions, deploying scalable AI on cloud platforms, building agentic AI systems, architecting heterogeneous AI systems, ethical AI deployment standards, dynamic inference strategies, model compression, right-sizing models
Technologies
AWS Ultraclusters, Huggingface, VectorDBs, PyTorch
Responsibilities
Partner with cross-functional teams to deliver AI-powered products; Design and optimize multi-model orchestration pipelines; Establish cost-performance governance reviews; Lead team design councils; Mentor Principal and Manager-level engineers
Seniority
Senior, hands-on IC with mentorship responsibilities
