Perception algorithms

20 Dec, 2024

CruiseStaff Machine Learning Software Engineer, Perception Interview Questions

I recently interviewed for the Staff Machine Learning Software Engineer, Perception position at Cruise and would like to share my experience to help others who are preparing for similar roles. This position is crucial for the development of perception systems in autonomous vehicles (AVs), and it requires both deep expertise in machine learning (ML) and practical software engineering skills to design and implement perception evaluation systems at scale.

09 Dec, 2024

Meta Research Scientist Intern, Perception (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Perception (PhD) position is intense and focuses on evaluating your expertise in computer vision, deep learning, and perception systems. Meta is looking for candipublishDates with a strong foundation in machine learning, especially those with experience working on visual perception, sensor fusion, object detection, and scene understanding. As someone who has gone through the interview process for this role, I will provide a detailed breakdown of the steps, examples of questions, and tips for preparation.