Mandatory Requirements

Exceptional problem-solving skills and experience with AI techniques such as RAG, Vector Databases, Semantic Search, Algorithms, Prompt Engineering, Tool Calling, and Knowledge Graphs. Required for the role is proficiency with Python and FastAPI or similar frameworks at a senior level. Experience in AI/ML with proven expertise in LLMs and AI agents for Semantic Search and Finite State Machine for Knowledge Graph. Familiarity with orchestration tools such as LangGraph or similar. Must develop an understanding of REST API, SQL, math, probability, statistics, and algorithms. Ability to develop and maintain backend services, ensuring robust, well-architected, and well-tested production-grade code.

Desirable Requirements

Skills in computer vision for document understanding and OCR, implementing AI algorithms for automatic categorisation of bank transactions, and designing and optimising data normalisation processes for financial datasets. Proficiency with Pydantic for data validation. Excellent collaborative and problem-solving skills are highly valued. Keep updated with the latest advancements in LLM technologies.

Summary of Requirements:  RAG, Vector Databases, Semantic Search, Algorithms, Prompt Engineering, Tool Calling, Knowledge Graphs, Python, FastAPI, LLMs, LangGraph, REST API, SQL, Pydantic