16 hours ago
Pune, IndiaSenior
Responsibilities
- Build LLM application services in Python using prompt strategies, tool or function calling, and workflow orchestration.
- Design and implement RAG ingestion, chunking, metadata, embeddings, indexing, retrieval, re-ranking, and grounding approaches.
- Deliver deterministic query generation with schema validation, guardrails, caching, error handling, and safe fallback behaviors.
- Build and maintain REST and gRPC APIs with authentication, authorization, and request auditing.
- Establish evaluation, testing, LLMOps, observability, incident runbooks, and model or prompt versioning practices.
- Collaborate with data and platform teams while meeting security, privacy, and compliance requirements.
Requirements
- Strong Python engineering skills, including clean architecture, testing, packaging, and performance optimization.
- Proven experience delivering production LLM applications or advanced proofs of concept using major LLM APIs or hosted models such as Claude, GPT, Gemini, or open-weight models.
- Hands-on RAG implementation experience and practical prompt engineering and tool or function calling experience.
- Experience building agents or workflows with LangChain, LangGraph, or equivalent orchestration frameworks.
- Solid ML fundamentals covering embeddings, vector search, evaluation methods, and common failure modes.
- API engineering experience with FastAPI or Flask, including asynchronous patterns and integration-focused design.
- Cloud-native delivery experience with containers, serverless or Kubernetes, CI/CD, observability, secure engineering, and LLM security mitigations.
Benefits
- Flexible working arrangements.
- Continuous professional development and opportunities to grow.
- Inclusive and diverse workplace culture.
Tech Stack
Categories
About HSBC
HSBC is a global bank that provides retail, commercial and investment banking, payments, and wealth management to individuals, SMEs, and multinationals. It earns fees, interest income, and trading revenues through branches and digital platforms across major markets. Headquartered in London, it serves over 40 million customers in 58 countries and is listed in London, Hong Kong, New York, and Bermuda.