AI Engineer Foundations
Core
Design, build, test, deploy, and support end-to-end AI systems including foundation model training, LLM inference, agentic workflows, and observability for banking products.
Role type
Senior IC AI Engineer (Foundations)
Builds
Scalable, high-performance AI capabilities and proprietary solutions for millions of customers.
Domain
Financial Services / Large-Scale AI Systems
Deliverable
production ML models
Required skills
Python, Go, Scala, CUDA, Java, LLM inference, similarity search, VectorDBs, agentic AI systems, distributed systems design, model optimization, AI governance
Preferred skills
Leading AI system development tradeoffs, deploying scalable AI on cloud platforms, designing distributed systems for petabyte scale, defining AI governance processes, influencing architectural decisions, mentoring senior engineers
Technologies
AWS, Azure, PyTorch, Hugging Face, VectorDBs, C#, C++, Golang
Responsibilities
Partner with cross-functional teams to deliver AI-powered products; design and maintain end-to-end architecture for complex AI systems; define and maintain service-level objectives for AI reliability; collaborate with infrastructure engineering to improve GPU/TPU utilization; lead cross-functional technical reviews for new AI system releases; mentor Principal and Senior Associates on scalable design and performance tuning.
Seniority
Senior, hands-on IC with mentorship responsibilities
