Some careers shine brighter than others.
If you’re looking for a career that will help you stand out, join HSBC and fulfil your potential. Whether you want a career that could take you to the top, or simply take you in an exciting new direction, HSBC offers opportunities, support and rewards that will take you further.
HSBC is one of the largest banking and financial services organisations in the world, with operations in 64 countries and territories. We aim to be where the growth is, enabling businesses to thrive and economies to prosper, and, ultimately, helping people to fulfil their hopes and realise their ambitions.
We are currently seeking an experienced professional to join our team in the role of Senior Consultant Specialist
In this role, you will:
Build LLM application services in Python, covering prompt strategies, tool/function calling, and workflow orchestration (e.g., LangChain/LangGraph).
Design and implement RAG, including document/artefact ingestion (metric definitions, dimensional models, lineage, report examples).
Implement RAG retrieval foundations: chunking,



metadata strategy, embeddings, indexing, retrieval and re-ranking.
Define grounding approaches to minimise hallucinations and ensure Finance-approved definitions are consistently applied.
Deliver deterministic query generation aligned to the semantic layer, including constraint-driven SQL/query DSL, schema validation and guardrails.
Implement query execution patterns such as caching, robust error handling, and protected fallback behaviours.
Build and maintain API layers (REST/gRPC) for UI and platform integration, including authentication/authorisation and request auditing.
Establish evaluation and operational practices: test harnesses (golden datasets, accuracy/retrieval metrics, regression tests, prompt/model versioning), LLMOps (CI/CD, config management, promotion, observability, incident runbooks), collaboration with data/platform teams, and compliance with security/privacy requirements.
To be

📌 Python, LLM, GenAI/Senior Consultant Specialist (Hyderabad)
🏢 HSBC
📍 Hyderabad