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Bloomberg·Software Engineer·Technical Phone Screen·Intermediate

IntermediatePrefer not to say
Jun 2026

Summary

Bloomberg coding round, one question, stack-based string decoding. Not a brutal interview but the edge cases are where they really watch you.

Questions Asked (1)

Q1

Given an encoded string in the format k[encoded_string], write a function to decode it. For example, '3[a2[c]]' should return 'accaccacc'.

Algorithms & Data StructuresTechnical Trade-offs
Author's notes

I got the basic idea pretty fast, stack of (count, string) pairs, push on '[', pop and expand on ']'.

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AI HintsAI Generated

Suggested Approach

Use a stack-based approach to handle nested brackets: push the current string and multiplier when encountering '[', and pop and combine when encountering ']'. Alternatively, use recursion to process each bracket level. Clearly explain the algorithm, then analyze time and space complexity.

Pro tip: Mention that the stack approach naturally handles arbitrary nesting and avoids recursion depth limits, which is important for production systems. Also, discuss how you would handle edge cases like multi-digit numbers and empty strings.

1. Clarify requirements and edge cases

Ask about input constraints: can numbers be multi-digit? Are there nested brackets? What about invalid inputs? This shows thoroughness.

2. Choose an approach

Decide between stack-based iterative and recursive solutions. Explain why stack is often preferred for its simplicity and avoidance of recursion limits.

3. Walk through the algorithm

Describe step-by-step how to parse the string, using a stack to store previous strings and repeat counts, and building the result incrementally.

4. Analyze complexity

State that time complexity is O(n) where n is the length of the decoded string (or O(m) where m is input length if considering output size), and space complexity is O(n) for the stack and result.

5. Test with examples

Trace through the given example '3[a2[c]]' to verify correctness, and mention additional test cases like '2[abc]3[cd]ef' or '10[a]'.

Key Points to Mention

  • Stack data structure for handling nested brackets
  • Parsing multi-digit numbers correctly
  • Time and space complexity analysis
  • Edge cases: empty string, no brackets, nested brackets, multi-digit repeats
  • Comparison of iterative vs recursive approaches
  • Potential follow-up: decoding in reverse or encoding a string

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