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How to Handle Concurrency in LLD Interviews

Last Updated: March 1, 2026

Ashish

Ashish Pratap Singh

For mid-level roles and above, interviewers are not just checking whether you know OOP. They also want to see if you can design software that holds up in the messy reality of production systems. That’s where concurrency often becomes a differentiator.

At the same time, not every problem needs concurrency. Many can be solved cleanly with single-threaded code, and that is often the expectation unless stated otherwise.

Interviewers usually bring up concurrency in one of three ways:

  1. Explicitly in the requirements: The problem statement says "handle concurrent access" or "thread-safe operations." This is your cue to build synchronization into the design from the start.
  2. As a follow-up question: You present a working solution, and the interviewer asks, "What if two users try to book the same seat?" This tests whether you can identify the race condition and fix it.
  3. You raise it yourself: After implementing the core logic, you call it out: “This method isn’t thread-safe. If concurrent access matters, I’d add synchronization here.” That shows maturity and good engineering instincts.

In most interviews, implementing the core logic first and then handling concurrency works best. If you try to write fully thread-safe code from the first minute, before the logic is even correct, you usually end up with tangled code, unnecessary complexity, and wasted time.

2. The Core Problem: Race Conditions

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