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UBS

RAG Systems Intern

InternshipIn OfficeHowrah, West Bengal3 months26K/mo13 openingsImmediate / Rolling
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About this internship

UBS has an open RAG Systems Intern position in Howrah for motivated freshers and final-year students. You will work on live retrieval-augmented generation projects and finish with something you can genuinely talk about in interviews. About the role As a RAG Systems Intern at UBS, your core focus…

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Skills you'll use

Retrieval-Augmented GenerationEmbeddingsVector DatabasesChunking StrategyPythonLLM APIsEvaluation MetricsPrompt DesignDocument ParsingCitations & Grounding

What you'll do

  • Work on making a model answer from your documents instead of its imagination — chunking, retrieval quality and citations that hold up alongside the core team
  • Apply Retrieval-Augmented Generation, Embeddings, Vector Databases, Chunking Strategy to live, production-facing problems
  • Document your work clearly for reviewers and stakeholders
  • Participate in reviews and act on the feedback you receive
  • Collaborate across engineering, product, design or business as required
  • Follow the team's quality, testing and documentation standards

Who can apply

  • Pursuing or recently completed B.E./B.Tech (CSE/IT), BCA/MCA or B.Sc/M.Sc (Computer Science / Statistics)
  • Graduating batch 2026, 2027 or 2028 — final-year students and recent graduates welcome
  • 60% / 6.0 CGPA and above preferred; strong project work is considered alongside academics
  • Working knowledge of Retrieval-Augmented Generation, Embeddings, Vector Databases (or a genuine willingness to learn them)
  • Exposure to Chunking Strategy, Python, LLM APIs is an advantage
  • Clear written and verbal communication in English, and care with detail in your work
  • No prior work experience required — this is a fresher-friendly internship
  • Based in Howrah, West Bengal or willing to work from there for the internship period

Perks & benefits

Networking with senior professionalsInternship CertificateLetter of RecommendationMentorship from a named mentorLive project experienceStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

2 rounds — typical selection flow for this role:

  1. 1Application screening & resume shortlisting by the talent team
  2. 2Practical assignment or case study with a short walkthrough

About UBS

UBS operates in the investment banking sector and has an active presence in Howrah. Interns here are put on real work from the start, because the team's view is that the fastest way to learn a craft is to practise it under people who already do it well — not to watch it from a distance. The work…
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