Manager, AI Engineer
Core
Building, integrating, and optimizing AI and machine-learning solutions, including GenAI/RAG components, to enhance business applications and workflows.
Role type
Manager, AI Engineer (hands-on IC with leadership)
Builds
Production-grade external-facing AI applications, automation workflows, and GenAI/RAG components
Domain
Financial services / Generative AI / Machine Learning
Deliverable
production ML models
Required skills
Python, REST APIs (FastAPI, Flask), LLM frameworks (LangChain, LangGraph, LangSmith, DeepEval, RAGAS), Prompt engineering, RAG optimization, PostgreSQL, Cosmos DB, SQL, AWS (SageMaker, Bedrock), Docker, Kubernetes
Preferred skills
Experience with knowledge ingestion and retrieval strategies, accuracy and performance tuning
Technologies
Python, FastAPI, Flask, LangChain, LangGraph, LangSmith, DeepEval, RAGAS, PostgreSQL, Cosmos DB, AWS SageMaker, AWS Bedrock, Docker, Kubernetes
Responsibilities
Design, develop, test, and deploy software applications and system components; Implement solutions that meet business, functional, and technical requirements; Write clean, maintainable, and well-documented code; Perform code reviews to ensure quality, consistency, and adherence to best practices; Conduct unit, integration, and regression testing; Troubleshoot, debug, and resolve technical issues across environments; Ensure all deliverables meet security, performance, and reliability standards; Work closely with product owners, architects, QA, DevOps, and business stakeholders.
Seniority
Manager, hands-on IC with team leadership
