Kotak Securities

Vector Database Intern

InternshipIn OfficeMohali, Punjab4 months20K/mo4 openingsImmediate / Rolling

About this internship

Start your career in vector search and embeddings infrastructure with Kotak Securities as a Vector Database Intern in Mohali. You will sit with a working team, use the same tools and systems they do, and own a defined piece of work from day one. About the role As a Vector Database Intern at Kotak…

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Skills you'll use

Vector DatabasesEmbeddingsSimilarity SearchPinecone or FAISSIndexing (HNSW)PythonRecall vs LatencyData PipelinesBenchmarkingGit

What you'll do

Work on storing and searching embeddings at scale, and trading recall against latency deliberately rather than by accident alongside the core team
Apply Vector Databases, Embeddings, Similarity Search, Pinecone or FAISS 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)
Graduating batch 2026 or 2027 — final-year students and recent graduates welcome
60% / 6.0 CGPA and above preferred; strong project work is considered alongside academics
Working knowledge of Vector Databases, Embeddings, Similarity Search (or a genuine willingness to learn them)
Exposure to Pinecone or FAISS, Indexing (HNSW), Python 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 Mohali, Punjab or willing to work from there for the internship period

Perks & benefits

Pre-Placement Offer (PPO) opportunityFlexible working hoursNetworking with senior professionalsInternship CertificateLetter of RecommendationStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

3 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Online aptitude / domain assessment
3HR discussion — stipend, start date, expectations and offer

About Kotak Securities

Kotak Securities operates in the stock broking sector and has an active presence in Mohali. 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…

Visit Kotak Securities’s official website ↗

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