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UBS

Global bank and wealth management group

Senior Data Scientist

Natural Language Processing & LLMsPosted on Nov 11
Full-timeMumbai, Maharashtra, IndiaNo salary listedIn-person

About the Job

Requirements

  • A bachelor's degree or higher in Machine Learning, Computer Science, Computational Linguistics, Data Engineering, or another relevant technical field.
  • 15+ years of practical experience with natural language processing, machine learning, deep learning, and prompt engineering techniques.
  • Demonstrated experience developing autonomous agentic systems, including multi-step task planning, tool integration, memory management, and feedback loops.
  • Hands-on experience building large language model applications on structured and tabular data, such as text-to-SQL, natural-language interfaces over databases, or large language model-driven analytics on enterprise datasets.
  • Experience implementing retrieval-augmented generation architectures, including embedding generation, vector databases such as FAISS, Pinecone, Weaviate, or pgvector, and retrieval optimization.

Responsibilities

  • Contribute to end-to-end model and agent development, from prototyping through production deployment, following software engineering and reproducible research best practices.
  • Design, build, and iterate on autonomous agentic systems capable of multi-step reasoning, planning, tool use, and self-correction.
  • Develop and maintain large language model evaluation tooling to track model performance, reliability, and consistency across metrics throughout the development and deployment lifecycle.
  • Build large language model-powered applications over structured and tabular data, enabling natural-language querying, analysis, and insight generation on enterprise datasets.
  • Implement and optimize retrieval-augmented generation pipelines to ground agent outputs in real, verifiable data sources.
  • Work with data engineering and platform teams to ensure reliable, scalable, production-ready data pipelines for AI systems.
  • Communicate technical concepts to technical and non-technical audiences.

About the Company

UBS

Global bank and wealth management group

UBS is a Swiss multinational bank and the world’s largest wealth manager. It serves private, corporate, and institutional clients worldwide through four divisions—Global Wealth Management, Personal & Corporate Banking, Asset Management, and Investment Bank—offering services from investment advice and portfolios to everyday banking and lending. Its size and diversified business lines set it apart, and its 2024 merger with Credit Suisse expanded its client base and capabilities. The goal is to grow client assets, provide comprehensive financial solutions, and maintain profitability across a global network.

Company size
10,001+
Company stage
IPO
Headquarters
Zurich, Switzerland
Founded
1998

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