Machine Learning Engineer · Senior-Level · Full Journey
San Francisco Bay AreaJan 15, 2026Full JourneyMultiple Types6/10 difficulty
My interview experience consisted of several rounds. In the technical phone screen, I was asked about the differences between DCN v1 and v2, and how to A/B test a model. During the ML Application round, the focus was on bidding strategies and how to design CPA...
The coding question I got was: You have an array of integers with about 75 elements. The data may not be sorted, and there could be duplicates. Your job is to zero out the duplicate elements and sort the data, keeping time and space complexity in mind. Try not...
097
San Francisco Bay Area
Jan 10, 2026
Onsite
Multiple Types
6/10 difficulty
I had an onsite interview with four rounds. The recruiter wouldn't disclose the interview content beforehand. **Round 1: ML Foundation** The interviewer mostly responded with "Ok" to my answers, leading me to doubt my performance. The questions covered traditi...
077
San Francisco Bay Area
Dec 15, 2025
Onsite
Multiple Types
6/10 difficulty
The interview process consisted of a phone screen and four onsite rounds. **Phone Screen:** I was asked about implementing a bag of words model, out-of-bag (OOB) structure, domain knowledge, and a binary model for predicting click-through rate (CTR). I was als...
068
San Francisco Bay Area
Dec 15, 2025
Phone Screen
Multiple Types
6/10 difficulty
In my phone screen, the interviewer, asked me the following questions: * Small dataset vs large dataset * Overfitting vs underfitting and their solutions * When developing a model for a task, how do you approach it? Do you start with a small model and a small...
055
San Francisco Bay Area
Nov 15, 2025
Phone Screen
Coding, System Design
6/10 difficulty
During the first phone interview, I had to go through my project and complete a coding question which was the original LeetCode 373. I had to write tests and run the code. The interviewer was very nice, and I passed this round. In the second round, I was asked...
00
San Francisco Bay Area
May 15, 2024
Full Journey
Multiple Types
7/10 difficulty
I interviewed for an SDE Intern position. The process consisted of resume screening, an online test, a technical round, and a techno-managerial round. **Round 2: Online Test** The coding question was the leetcode Jump Game problem. I used a greedy approach, tr...