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Punjab National Bank logo — Punjab National Bank Anomaly Detection Intern at Punjab National Bank
Punjab National Bank

Anomaly Detection Intern

InternshipIn OfficeKolkata, West Bengal3 months17K/mo9 openingsImmediate / Rolling

About this internship

Punjab National Bank has an open Anomaly Detection Intern position in Kolkata for motivated freshers and final-year students. You will work on live anomaly and fraud detection projects and finish with something you can genuinely talk about in interviews. About the role As an Anomaly Detection…

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Skills you'll use

Anomaly DetectionImbalanced DataPrecision & RecallPythonScikit-learnFeature EngineeringSQLStatisticsThreshold TuningEvaluation

What you'll do

  • Work on finding the rare events that matter in very imbalanced data, where accuracy is a useless metric alongside the core team
  • Apply Anomaly Detection, Imbalanced Data, Precision & Recall, 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 (any branch), MCA or M.Sc (Statistics / Mathematics / 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 Anomaly Detection, Imbalanced Data, Precision & Recall (or a genuine willingness to learn them)
  • Exposure to Python, Scikit-learn, Feature Engineering 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 Kolkata, West Bengal or willing to work from there for the internship period

Perks & benefits

Live project experienceExposure to professional tools and workflowsPre-Placement Offer (PPO) opportunityFlexible working hoursNetworking with senior professionalsStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

3 rounds — typical selection flow for this role:

  1. 1Application screening & resume shortlisting by the talent team
  2. 2Technical interview on fundamentals and your projects
  3. 3HR discussion — stipend, start date, expectations and offer

About Punjab National Bank

Punjab National Bank operates in the public sector banking sector and has an active presence in Kolkata. 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…
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