AI Engineer Lead
Core
Lead discovery, design, build, and deploy production generative AI applications (copilots, assistants, RAG pipelines, agentic workflows) to improve investment processes and business outcomes.
Role type
Senior IC AI Engineer Lead (Generative AI)
Builds
Production-grade generative AI systems, retrieval-augmented generation pipelines, and agentic workflows for investment professionals.
Domain
Financial Services / Generative AI / LLMs
Deliverable
production ML models
Required skills
Python, LLM application development, RAG pipeline architecture, agent development, system design, distributed systems, FinOps, security/compliance controls, evaluation-driven development
Preferred skills
Experience in regulated environments, cloud-native development, MLOps/LLMOps tooling
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; Build and operate agentic workflows; Implement eval-driven development with guardrails; Apply cost-optimization practices; Integrate AI solutions with enterprise systems; Embed security, privacy, and compliance controls; Codify reusable tools and patterns.
Seniority
Senior, hands-on IC with leadership responsibilities