Nirmal Bang

Recommender Systems Intern

InternshipHybridMangaluru, Karnataka2 months23K/mo10 openingsImmediate / Rolling

About this internship

Nirmal Bang is hiring a Recommender Systems Intern in Mangaluru — a hands-on, mentor-led internship built for students and 2026 freshers who want real exposure to recommendation and ranking systems rather than a certificate-only programme. About the role As a Recommender Systems Intern at Nirmal…

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Skills you'll use

Recommender SystemsCollaborative FilteringRanking MetricsPythonPandasEmbeddingsA/B TestingSQLCold Start HandlingEvaluation

What you'll do

Work on building the ranking that decides what a user sees next, and measuring it on business metrics rather than offline scores alone alongside the core team
Apply Recommender Systems, Collaborative Filtering, Ranking Metrics, Python 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), MCA or M.Sc (Computer Science / Statistics / Mathematics)
Graduating batch 2025, 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 Recommender Systems, Collaborative Filtering, Ranking Metrics (or a genuine willingness to learn them)
Exposure to Python, Pandas, Embeddings 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 Mangaluru, Karnataka or willing to work from there for the internship period

Perks & benefits

Exposure to professional tools and workflowsPre-Placement Offer (PPO) opportunityFlexible working hoursNetworking with senior professionalsInternship CertificateDirect access to the team that owns the data you work on

Interview & selection process

4 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Team-fit / behavioural interview with the team
3Online aptitude / domain assessment
4HR discussion — stipend, start date, expectations and offer

About Nirmal Bang

Nirmal Bang operates in the stock broking sector and has an active presence in Mangaluru. 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…

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