Staff AI Engineer - Enterprise Analysis Platform (Remote Eligible)
Core
Building an AI-native enterprise platform to empower business communities with AI-assisted analysis, integrating deterministic code with non-deterministic reasoning systems and frontier AI models.
Role type
Staff AI Engineer (Enterprise Platform Architecture)
Builds
An at-scale enterprise platform (15,000+ users) for AI-assisted analysis, unifying tooling, observability, and deployment standards across teams.
Domain
Banking / Enterprise AI Infrastructure
Deliverable
production ML models
Required skills
Foundation model training, LLM inference, multi-agent workflows, similarity search, model evaluation, system optimization, technical vision setting, architecture design, responsible AI principles, mentorship
Preferred skills
AI system tradeoff design (cost/latency/throughput), scalable cloud AI deployment, complex AI system architecture, cross-functional leadership, agentic AI systems, research-to-production promotion, north-star metric definition, hardware right-sizing
Technologies
AWS Ultraclusters, Huggingface, VectorDBs, PyTorch, Python, Go, Scala, CUDA, Java, C++, C#
Responsibilities
Design and deploy AI software components including foundation model training and inference; Invent optimization techniques for large-scale production AI systems; Set technical direction for enterprise-wide AI architecture; Own model routing, caching, and orchestration systems; Champion responsible AI principles; Drive internal education and mentorship.
Seniority
Staff, hands-on IC with strategic influence
