| Interview rounds | Technical screen, 4 to 5 loop rounds and hiring committee. | Online assessment or screen, loop with coding, design, behavioural and Bar Raiser. |
| System design depth | Abstract distributed systems, APIs and scalability with tidy tradeoffs. | AWS-style service ownership, operational risk, scaling and cost awareness. |
| LeetCode style | Algorithmic breadth with follow-ups on complexity and proofs. | Practical coding, arrays, maps, graphs and production-minded edge cases. |
| Behavioural framework | Googleyness and collaboration in ambiguous environments. | Sixteen Leadership Principles, with STAR stories expected in nearly every round. |
| Take-home | Rare for standard backend loops. | Rare for SDE loops, more common in some specialist teams. |
| On-site length | Full loop plus committee delay. | Four to five interviews, one often led by the Bar Raiser. |
| Offer typical TC | High Big Tech TC with committee level calibration. | High TC, often with vesting shape and level negotiation doing a lot of work. |
| Decision speed | Can be slow after positive loop feedback. | Often faster once Bar Raiser and hiring manager align. |