Machine learning pipelines

20 Dec, 2024

Cruise Senior Data Engineer II Interview Questions

I recently interviewed for the Senior Data Engineer II position at Cruise and am sharing a comprehensive overview of the interview process to help others preparing for the role. This position involves managing and optimizing data pipelines, working with large-scale data systems, and collaborating with cross-functional teams to build data platforms that support autonomous vehicle technologies.

20 Dec, 2024

Cruise Staff Software Engineer, ML Data Platform Interview Questions

I recently interviewed for the Staff Software Engineer, ML Data Platform position at Cruise, and I’d like to share my detailed experience to help others who might be preparing for the role. This position focuses on building and optimizing a high-performance, petabyte-scale ML data platform in the cloud to support autonomous vehicle systems. You will be working with big data, distributed systems, and cloud technologies to enhance the overall performance of Cruise’s machine learning pipeline.

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.

19 Dec, 2024

Tesla Software Engineer, ML Performance, Dojo Interview Questions and Answers

If you’re preparing for an interview for the Software Engineer, ML Performance, Dojo position at Tesla, you're applying for a challenging and high-impact role that involves optimizing machine learning (ML) workloads, particularly in the context of Tesla's Dojo supercomputer. The position focuses on improving the performance and efficiency of ML models running on Dojo, which is Tesla’s custom-built, high-performance computing infrastructure designed for training deep learning models at scale.

09 Dec, 2024

Google Silicon AIML Architect, Google Cloud Interview Experience Share

## Interview Process Overview