Scale AI Machine Learning Engineer interview questions

“This part felt more manageable.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Onsite - Coding / Algorithms round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I knew this cold so it felt fine at first, but they kept pushing on the complexity angle.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“The bugs themselves weren't that hard once I found them.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Picking the right project matters more than I expected.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Pretty open-ended so I just started rambling about tokenization and a text classification project I'd done.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I started with data collection and kind of rambled my way through preprocessing, augmentation, model training, evaluation, and deployment without really tying it together.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“The starter code had softmax and test cases already written, which honestly helped a lot.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This one went longer than I expected.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Onsite - Behavioral / Leadership round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This question sounds like a warmup but it absolutely is not.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This was part 3 of a multi-part coding problem.” The rest of the author's notes on Machine Learning Engineer interview at Scale AI, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.