AI Engineer
Core
Building the 'AI Operating System' for a high-growth Fintech, focusing on stateful agentic systems and multimodal RAG pipelines that reason across text, charts, and financial tables.
Role type
Senior IC Generative AI Engineer (Fintech)
Builds
Production-grade RAG workflows, multi-step financial agents, and multimodal reasoning pipelines for enterprise data.
Domain
Fintech / Payments / Generative AI
Deliverable
production ML models
Required skills
GenAI orchestration (LangGraph, LlamaIndex), multimodal reasoning, cloud architecture (AWS, GCP), MLOps (Docker, GitLab CI), vector database management, adversarial testing (Red Teaming), Python (FastAPI, Pydantic), evaluation frameworks (DeepEval)
Preferred skills
Fintech domain experience (Payments, Banking), cloud certifications (Google ML, AWS ML)
Technologies
AWS, GCP, LangGraph, LlamaIndex, DeepEval, Docker, GitLab CI, FastAPI, Pydantic, Weaviate, Milvus, pgvector, NeMo Guardrails, Guardrails AI
Responsibilities
Architect production-grade RAG workflows on cloud resources; Build agents that plan multi-step financial tasks; Implement multimodal reasoning pipelines for mixed-media financial documents; Act as internal adversary (Red Teaming) to stress-test models; Define and implement quantitative evaluation metrics for AI models; Champion Deployment Autonomy by containerizing and deploying solutions; Ensure governance by implementing deterministic guardrails.
Seniority
Senior, hands-on IC
