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Netflix·Software Engineer·Onsite - Coding / Algorithms·Intermediate

Intermediate
Apr 2026

Summary

Netflix SWE process, second week they decided my coding was shaky enough to throw in an extra round. The follow-up was a tree traversal problem, DFS on an org-level structure.

Questions Asked (1)

Q1

Given a tree representing an organizational hierarchy, implement a depth-first search traversal.

Algorithms & Data Structures
Author's notes

They added this round because my earlier coding performance was 'mixed', which, fair enough.

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AI HintsAI Generated

Suggested Approach

Clarify the tree structure (e.g., each node has a list of children) and the traversal order (pre-order). Then implement a recursive DFS that processes the current node and recursively visits each child, or an iterative version using a stack. Discuss trade-offs and test with edge cases.

Pro tip: At Netflix, emphasize how your solution scales to large hierarchies and handles deep recursion without stack overflow, showing you think about production reliability. Mention that you'd consider iterative DFS with an explicit stack for very deep trees.

1. Clarify the problem

Ask about the tree representation (e.g., node with children list), the desired traversal order (pre-order, post-order), and whether recursion is acceptable. Confirm input/output expectations.

2. Choose approach

Decide between recursive and iterative DFS. Recursive is simpler but may cause stack overflow; iterative uses an explicit stack and is safer for deep trees.

3. Implement and explain

Write clean code for the chosen approach. For recursive: process node, then loop through children and recurse. For iterative: use a stack, push children in reverse order to maintain left-to-right traversal.

4. Analyze complexity

State time complexity O(n) and space complexity O(h) for recursion (call stack) or O(h) for iterative (explicit stack), where h is tree height. Mention worst-case O(n) for skewed trees.

5. Test and discuss edge cases

Walk through examples: empty tree, single node, deep tree, wide tree. Discuss how to handle cycles if the structure is not strictly a tree, and mention potential optimizations.

Key Points to Mention

  • Tree representation: node with value and list of children
  • Pre-order traversal order: visit node before children
  • Recursive vs iterative trade-offs: simplicity vs stack overflow risk
  • Time complexity O(n) and space complexity O(h)
  • Edge cases: empty tree, single node, skewed tree
  • Use of explicit stack for iterative DFS and order of pushing children

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.