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 databases, security/red teaming, Python (FastAPI, Pydantic), evaluation frameworks (DeepEval)
Preferred skills
Fintech domain experience (Payments, Banking), Google/AWS ML certifications
Technologies
AWS, GCP, LangGraph, LlamaIndex, DeepEval, Docker, GitLab CI, FastAPI, Pydantic, Vertex AI, Weaviate, Milvus, pgvector, NeMo Guardrails, Guardrails AI, Giskard, PyRIT
Responsibilities
Architect production-grade RAG workflows and build agents for multi-step financial tasks; Implement multimodal reasoning pipelines for mixed-media financial documents; Act as internal adversary (Red Teaming) to stress-test models against prompt injection and PII leakage; Define and implement quantitative evaluation metrics for model upgrades; Champion Deployment Autonomy by containerizing and deploying solutions; Ensure governance by implementing deterministic guardrails for JSON output schemas.
Seniority
Senior, hands-on IC
