I applied online. The process took 2 weeks. I interviewed at DeGirum (Santa Clara, CA) in Feb 2021
Interview
The interview involved many questions regarding deep learning, neural networks, such as activation layers and CNNs, etc. It also involved questions about quantization. Also high school level questions which were very strange for this job role. Such as calculating the line equation, etc. The questions weren't hard or anything however the behavior of the interviewer was not very polite or professional. Thus, it was not a good experience for me.
Interview questions [1]
Question 1
What are activation functions for? compare them and explain when each of them can/should be used?
How does quantization work and why is that used? How do you implement it in Pytorch, etc.
How do you define a customized layer in pytorch using C/C++?