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Mid-level (3–5 years) Technical deep dive Medium

How does HashMap work internally in Java?

Reported in Tech Mahindra interview loops. Java-specific collections question on buckets, hashing, and resize behavior.

Role
Backend Engineer
Location
Bangalore
Study track
Java

Often asked in Tech Mahindra technical or coding rounds. Prepare a clear spoken answer plus key trade-offs.

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Cover trade-offs, structure, and a concrete example before revealing the baseline response.

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How to frame this at Tech Mahindra: Connect your answer to measurable impact, clarity of thought, and trade-offs the team cares about. Below is a strong baseline response you can adapt with your own project examples.

HashMap stores key-value entries in an array of buckets. Index = (n - 1) & hash(key) after spreading high bits to reduce collisions. Collisions chain in linked lists; JDK 8+ converts long chains to balanced trees (≥8 nodes) for O(log n) worst case.

Default load factor 0.75 triggers resize (double capacity) when size exceeds threshold. Resize rehashes all entries—expensive; size buckets appropriately upfront.

equals and hashCode contract: equal keys must share hash codes. Mutable keys are dangerous—changing hash breaks lookup.

Not thread-safe—use ConcurrentHashMap for concurrency (segmented/CAS locks). Contrast with HashTable (legacy synchronized) and LinkedHashMap (insertion/access order).

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