Paytm Technical Lead Interview Experience Feb 2026 (Rejected)

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paytm
· Technical Lead
March 18, 2026 · 3 reads

Summary

I had an interesting and well-structured coding round with Paytm for a Technical Lead role. The interview primarily focused on core Data Structures & Algorithms, problem-solving approaches, clean code, and discussions around real-world applications.

Full Experience

I had an interesting and well-structured coding round with Paytm for a Technical Lead role. Sharing a quick summary that might help others preparing 👇


🧠 Round Focus

The interview was a mix of:

  • Core DSA fundamentals
  • Problem-solving approach
  • Clean code + explanation
  • Some discussion around real-world usage of problems

🔹 Question 1: LRU Cache

  • Classic design problem (similar to LeetCode 146)
  • Expected O(1) get and put
  • Key focus areas:
    • Combining HashMap + Doubly Linked List
    • Handling edge cases like updates & eviction
    • Writing clean, modular code

👉 Follow-up discussion:

  • Thread safety considerations
  • Why not use LinkedHashMap directly
  • Real-world use cases (caching, DB optimization)

🔹 Question 2: Course Schedule

  • Graph-based problem (LeetCode 207)
  • Detect if all courses can be completed

👉 Approach:

  • Modeled as Directed Graph
  • Solved using DFS cycle detection (Topological sort concept)

👉 Follow-ups:

  • BFS (Kahn’s Algorithm) alternative
  • How to return course order (Course Schedule II)
  • Real-world analogy (task dependencies, job scheduling)

💬 Discussion Highlights

  • Interviewer focused more on thought process than just code
  • Asked about trade-offs, optimizations, and edge cases
  • Some behavioral questions around:
    • Transition to Technical Lead
    • Ownership & system design thinking

🎯 Key Takeaways

  • Be very clear with fundamentals (HashMap, Graphs, Linked List)
  • Always explain:
    • Why this approach?
    • Time & Space complexity
  • Think beyond code → real-world systems & scalability
  • Communication matters as much as correctness

🚀 Final Tip

If you're targeting Paytm (or similar product companies), prepare:

  • LRU Cache, LFU Cache
  • Graph problems (cycle detection, topological sort)
  • System design basics (caching, async processing, idempotency)

Happy to discuss more if anyone is preparing for similar roles 🙌

Interview Questions (2)

1.

LRU Cache Design

Data Structures & Algorithms·Medium

I was asked to design a data structure that follows the constraints of a Least Recently Used (LRU) cache. I needed to implement the get and put operations, both expected to run in O(1) average time complexity. Key focus areas included combining HashMap + Doubly Linked List, handling edge cases like updates & eviction, and writing clean, modular code.

Follow-up discussion included: Thread safety considerations, why not use LinkedHashMap directly, and real-world use cases (caching, DB optimization).

2.

Course Schedule - Cycle Detection

Data Structures & Algorithms·Medium

Given the total number of courses I had to take and a list of prerequisite pairs, I was asked to determine if I could finish all courses. In other words, detect if it's possible to complete all courses given their prerequisites (similar to LeetCode 207).

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