Take-home exam. You can choose CV or NLP. I chose CV.
The task is detecting a rotated star.
Then, I got the first round of interview. It's machine learning coding. They gave me a Colab notebook. The task is to read some data and predict/evaluate two provided models, focusing on dealing with raw data.
Create a read image function, transfer a 3D array to 4D to be the input of the model, and evaluate the model using metrics.
The following metrics were computed from 1 interview experience for the Scale AI Machine Learning Engineer role in San Jose, California.
Scale AI's interview process for their Machine Learning Engineer roles in San Jose, California is extremely selective, failing the vast majority of engineers.
Candidates reported having mixed feelings for Scale AI's Machine Learning Engineer interview process in San Jose, California.