AI Engineer
Core
Engineering, deployment, and scaling of advanced AI systems (Conversational AI, Generative AI, automation agents) to drive digital transformation in banking.
Role type
Senior IC AI/ML Engineer (Generative AI & MLOps)
Builds
Enterprise-grade Conversational AI platforms, automation agents, and RAG pipelines for banking clients.
Domain
Financial Services / Banking / Generative AI
Deliverable
production ML models
Required skills
Python (ML/AI), LLMs & Transformer models, MLOps (MLflow, CI/CD), Vector databases, Knowledge graphs, SQL/NoSQL, Cloud platforms (Azure/AWS), Containerization (Docker/K8s), Model optimization & fine-tuning
Preferred skills
Agentic AI frameworks, RLHF, LangChain, CrewAI, Tableau/Power BI
Technologies
Python, LLMs, MLflow, Pinecone, Weaviate, Milvus, Postgres, MongoDB, Azure AI Foundry, AWS SageMaker, Docker, Kubernetes, LangChain, CrewAI, Bedrock
Responsibilities
Build and scale Conversational AI platforms using LLM-based agents; Develop automation agents for KYC, compliance, and risk monitoring; Implement RAG pipelines with vector databases; Optimize LLM performance via prompt engineering and fine-tuning; Operationalize embedding models via APIs and CI/CD pipelines; Establish engineering standards for model fairness and security.
Seniority
Senior, hands-on IC