AI Engineer Lead
Core
Lead the design, build, and deployment of production generative AI applications (copilots, agents, RAG pipelines) to improve investment processes and business outcomes at a financial firm.
Role type
Senior IC AI Engineer Lead (Generative AI / LLMs)
Builds
Production-grade generative AI systems, retrieval-augmented generation (RAG) pipelines, and agentic workflows for investment professionals.
Domain
Financial Services / Generative AI / LLMs
Deliverable
production ML models | product features
Required skills
Python, LLM application development, RAG pipeline architecture, agent development, system design, distributed systems, evaluation-driven development, FinOps, security/compliance controls
Preferred skills
Experience in regulated environments, MLOps/LLMOps tooling, cloud-native development
Technologies
Python, LLMs, vector storage, APIs, cloud platforms
Responsibilities
Partner with business teams to translate ambiguous needs into technical specs; design and build end-to-end RAG pipelines; develop agents and agentic workflows; implement eval-driven development with guardrails; own systems from discovery through operational excellence; apply cost-optimization practices; integrate with enterprise data systems; embed security and compliance controls.
Seniority
Senior, hands-on IC with leadership responsibilities