Distributed machine learning

19 Dec, 2024

Tesla Software Engineer, Foundation Inference Infrastructure Interview Questions and Answers

If you are preparing for an interview for the Software Engineer, Foundation Inference Infrastructure position at Tesla, you're applying for a role that is critical to the company's AI and self-driving technologies. The position focuses on building and optimizing the infrastructure for running machine learning models, specifically inference workloads, at scale. This role involves a blend of software engineering, system architecture, and deep learning, so the interview process will assess both your technical skills and your ability to handle complex, real-world infrastructure problems.

19 Dec, 2024

Tesla Software Engineer, Generalist, AI Inference Interview Questions and Answers

If you're preparing for an interview for the Software Engineer, Generalist, AI Inference role at Tesla, you're likely applying for a challenging position that focuses on developing and optimizing AI inference systems across a variety of Tesla's products, including autonomous driving, energy, and AI-powered services. The role is designed for engineers who can work on a range of tasks, from designing scalable infrastructure to optimizing inference algorithms for real-time systems.

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.

12 Dec, 2024

ByteDance Research Scientist Intern (Doubao (Seed) - Machine Learning System) - 2025 Summer (PhD) Interview Experience Share

I recently interviewed for the Research Scientist Intern (Doubao - Seed) - Machine Learning System position at ByteDance for the 2025 Summer internship, and I would like to share my detailed experience. This position is designed for PhD students with expertise in machine learning systems, distributed computing, and algorithmic research. ByteDance is known for hiring top talent, so the interview process is rigorous. Below is a comprehensive overview of the role, the interview process, and the types of questions you can expect.