Software Engineer Machine Learning Scientist Interview Questions

467 software engineer machine learning scientist interview questions shared by candidates

They asked me to implement a sparse matrix from scratch, without relying on any existing matrix or linear algebra libraries. This required designing an efficient internal data structure to store only the non-zero elements, rather than allocating memory for the entire matrix. In addition to the core representation, I needed to implement both addition and multiplication operations, making sure they handled sparsity correctly, maintained good performance, and produced accurate results even when matrices had different sparsity patterns.
avatar

Machine Learning Scientist

Interviewed at Pinterest

3.6
Dec 13, 2025

They asked me to implement a sparse matrix from scratch, without relying on any existing matrix or linear algebra libraries. This required designing an efficient internal data structure to store only the non-zero elements, rather than allocating memory for the entire matrix. In addition to the core representation, I needed to implement both addition and multiplication operations, making sure they handled sparsity correctly, maintained good performance, and produced accurate results even when matrices had different sparsity patterns.

Not hard questions, but the majority was "Tell me a time that you had...". My background examples and dive deeper. The technical case study was about designing the ranking system on the cashback offers, that I was asked to assume 0 background knowledge. Interviewers seemed knowledgable and very polite.
avatar

Machine Learning Scientist

Interviewed at Monzo Bank

3.9
Oct 27, 2025

Not hard questions, but the majority was "Tell me a time that you had...". My background examples and dive deeper. The technical case study was about designing the ranking system on the cashback offers, that I was asked to assume 0 background knowledge. Interviewers seemed knowledgable and very polite.

Viewing 381 - 390 interview questions

Glassdoor has 467 interview questions and reports from Software engineer machine learning scientist interviews. Prepare for your interview. Get hired. Love your job.