Computational efficiency

12 Dec, 2024

ByteDance Backend Engineer (Large Model Platform), Machine Learning System - 2025 Start Interview Experience Share

If you're preparing for an interview for the Backend Engineer (Large Model Platform), Machine Learning System - 2025 Start role at ByteDance, you're applying for a technical and highly impactful position that involves building and maintaining backend systems designed to support large machine learning (ML) models. The position demands a deep understanding of distributed systems, performance optimization, and working with cutting-edge machine learning frameworks at scale. Here's a detailed guide, based on my experience and insights from candipublishDates who have interviewed for similar roles.

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.

12 Dec, 2024

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

I recently interviewed for the Software Engineer Intern (Doubao Seed) - Machine Learning System position at ByteDance for the 2025 Summer internship (PhD), and I’d like to share a detailed breakdown of my experience, including the job responsibilities, interview process, and the types of questions I encountered. This internship is highly competitive and provides a fantastic opportunity for PhD students who are passionate about machine learning systems, especially in the context of ByteDance's wide-reaching AI products such as TikTok. Below is a comprehensive overview of the process and insights to help you prepare if you're interviewing for a similar role.

06 Dec, 2024

Microsoft Senior Research Software Engineer Interview Experience Share

I recently interviewed for the Senior Research Software Engineer position at Microsoft, and I’d like to share my experience. This position, which involves conducting research and building innovative software solutions, was rigorous and focused on assessing both my technical skills and research-oriented problem-solving abilities. Below is a breakdown of the interview process, the key areas covered, and examples of questions I encountered.