AI Engineer: AI Foundations & LLM Core
Core
Designing, building, and optimizing scalable AI systems including LLM inference, agentic workflows, and vector databases for banking applications.
Role type
Senior IC AI Engineer (LLM & Agentic Systems)
Builds
Production AI services for foundation model training, inference, agents, and multi-agent workflows
Domain
Financial Services / Large Language Models / Distributed Systems
Deliverable
production ML models
Required skills
LLM inference optimization, agentic workflow design, distributed system architecture, model governance, GPU/TPU utilization, vector databases, similarity search, trade-off analysis (cost/latency/throughput/accuracy)
Preferred skills
Advanced foundation model optimization, novel research application in production, cross-platform architectural influence
Technologies
PyTorch, CUDA, AWS, Azure, Golang, Java, Python, C++, C#, Hugging Face, vector databases
Responsibilities
Lead end-to-end architecture for complex AI systems; optimize training and inference software for hardware utilization; define AI model governance processes; mentor senior associates on scalable design; lead cross-functional technical reviews for security and compliance; design distributed systems for petabyte-scale model operations
Seniority
Senior, hands-on IC with mentorship responsibilities
