Model training

24 Dec, 2024

GitHub Staff Research Engineer, GitHub Next Interview Questions

If you're preparing for an interview for the Staff Research Engineer, GitHub Next role at GitHub, this guide will provide you with a comprehensive understanding of what to expect during the interview process, the types of questions that may be asked, and practical examples based on my experience interviewing for a similar role. As a Staff Research Engineer within GitHub Next, you will likely work on innovative and experimental features related to the future of software development. GitHub Next focuses on cutting-edge tools and technologies, so expect a mix of deep technical challenges, research-oriented problem-solving, and collaboration.

20 Dec, 2024

Cruise Senior ML Systems Eng II, ML Compute Interview Questions

I recently interviewed for the Senior ML Systems Engineer II, ML Compute role at Cruise, and I’d like to share my experience to help others prepare. This role focuses on developing and optimizing the backend infrastructure that powers machine learning workflows, particularly those related to autonomous vehicles. The job requires deep knowledge of distributed systems, cloud technologies, and machine learning compute, with an emphasis on scalability, efficiency, and high performance.

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.

20 Dec, 2024

Grubhub Manager, Engineering - Machine Learning Interview Questions

I recently interviewed for the Manager, Engineering - Machine Learning position at Grubhub, and the process was both challenging and rewarding. Below is a comprehensive overview of my interview experience, including the stages, the types of questions asked, and key areas of focus. This will give you a thorough understanding of what to expect if you're applying for the same role.

20 Dec, 2024

Grubhub Senior Software Engineer - Machine Learning Infrastructure Interview Questions

If you're applying for a Senior Software Engineer position focusing on Machine Learning Infrastructure at Grubhub, here's a comprehensive guide based on recent candidate interviews. This will help you prepare for various aspects of the interview process, which typically includes technical assessments, system design challenges, and behavioral questions.

20 Dec, 2024

Grubhub Staff Software Engineer - Machine Learning Operations Interview Questions

The Staff Software Engineer - Machine Learning Operations (MLOps) position at Grubhub involves creating, deploying, and maintaining machine learning systems in production environments. This role requires strong expertise in MLOps, cloud-based platforms (AWS, GCP), and the integration of machine learning models into scalable, reliable systems. Based on insights from recent candidates who have interviewed for this role, here is a detailed guide to the interview process and what you can expect.

19 Dec, 2024

Chime Manager, Data Science & AIML - Credit Risk & Lending Interview Questions and Answers

As someone who interviewed for the Manager, Data Science & AI/ML - Credit Risk & Lending position at Chime, I’d like to provide an in-depth overview of the interview process, key responsibilities, and tips based on my experience. Here's a comprehensive guide to help you prepare for this challenging but exciting role.

19 Dec, 2024

Tesla Machine Learning Engineer, Geometric Vision, Self-Driving Interview Questions and Answers

If you're preparing for an interview for the Machine Learning Engineer, Geometric Vision, Self-Driving position at Tesla, you can expect a comprehensive and challenging interview process that will test your expertise in machine learning, computer vision, and self-driving technologies. This position focuses on applying geometric vision techniques to improve Tesla's autonomous driving systems, and the interview process will assess both your technical skills and problem-solving abilities.

19 Dec, 2024

Tesla Machine Learning Engineer, Motion Planning, Self-Driving Interview Questions and Answers

If you're preparing for an interview for the Machine Learning Engineer, Motion Planning, Self-Driving position at Tesla, the process will be intensive and highly technical, requiring strong expertise in machine learning, motion planning algorithms, and autonomous driving systems. Tesla’s motion planning team focuses on developing algorithms that help self-driving vehicles navigate in real-world environments safely and efficiently.

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.

19 Dec, 2024

Tesla Software Engineer, Reinforcement Learning, Tesla Bot Interview Questions and Answers

If you're preparing for an interview for the Software Engineer, Reinforcement Learning, Tesla Bot position at Tesla, you're applying for a highly technical and impactful role that focuses on the development and optimization of reinforcement learning (RL) algorithms for Tesla’s humanoid robot, Tesla Bot. The interview process for this position will be rigorous, testing not only your understanding of RL but also your ability to design and implement systems for real-world robotic applications.

19 Dec, 2024

Tesla Sr. Machine Learning Engineer, Navigation, Tesla Bot Interview Questions and Answers

If you are preparing for an interview for the Sr. Machine Learning Engineer, Navigation, Tesla Bot position at Tesla, you're applying for a role that combines advanced machine learning techniques with robotic navigation. The focus is on developing algorithms to help Tesla Bot navigate autonomously and perform complex tasks. The interview process for this position will be technically demanding, testing both your machine learning expertise and your understanding of robotics, path planning, and real-time systems.

15 Dec, 2024

Snowflake Senior Software Engineer - Machine Learning Platform Interview Experience Share

If you're preparing for an interview for the Senior Software Engineer - Machine Learning Platform position at Snowflake, here’s a detailed guide based on feedback from candipublishDates who have gone through the process. As this role involves building and optimizing Snowflake’s machine learning platform, it requires a strong background in machine learning algorithms, distributed systems, cloud technologies, and software engineering.

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 Backend Software Engineer (Graph Neural Network System), Cloud Infrastructure Intern - 2025 Start Interview Experience Share

If you're preparing for an interview for the Backend Software Engineer (Graph Neural Network System), Cloud Infrastructure Intern - 2025 Start role at ByteDance, you're applying for a highly technical position that involves working on cutting-edge machine learning algorithms (specifically graph neural networks) and cloud infrastructure. This role combines backend software development, machine learning, and cloud computing to build scalable systems that leverage graph neural networks (GNNs) for real-world applications. Here’s a detailed guide, based on my experience and feedback from candipublishDates who have gone through similar interviews.

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.

12 Dec, 2024

ByteDance Student Researcher (Foundation Models - Reasoning, Planning & Agent) - Doubao (Seed) - 2025 Start (PhD) Interview Experience Share

I recently interviewed for the Student Researcher (Foundation Models - Reasoning, Planning & Agent) position at ByteDance's Doubao Seed team for the 2025 Summer internship, and I’d like to share my experience, providing an in-depth overview of the job responsibilities, interview process, and the types of questions I encountered. This role is an exciting opportunity for PhD students interested in foundation models, reasoning, planning, and AI agents, and the interview process is designed to evaluate both your technical expertise and research potential.

12 Dec, 2024

Coda AI ML Software Engineer Interview Experience Share

Having interviewed for the AI/ML Software Engineer position at Coda, I can share insights into the interview process, the types of questions asked, and the skills that were emphasized. Here’s a breakdown of what to expect and how to prepare for the role:

11 Dec, 2024

Tiktok RLHF Research Engineer Intern,Multimodal LLM - 2025 Start Interview Experience Share

The RLHF (Reinforcement Learning with Human Feedback) Research Engineer Intern role at TikTok is a specialized position aimed at students pursuing careers in AI research, specifically in the development of large language models (LLMs) and multimodal systems. This internship is focused on combining video, text, and images to build innovative AI systems. Below is a detailed guide on the interview process, potential questions, and tips based on experiences shared by candipublishDates for similar positions.

11 Dec, 2024

Twitter Machine Learning Platform Engineer Interview Experience Share

The Machine Learning Platform Engineer position at Twitter focuses on building the infrastructure and platforms that support machine learning models across various product features, including recommendation systems. This role is highly technical, with a focus on creating scalable and efficient systems to handle large datasets and real-time processing. Based on my experience interviewing for this role, here's a detailed overview of the interview process, including key questions, stages, and tips to help you prepare.

11 Dec, 2024

Twitter Software Engineer - Data Engineering (ML Platform) Interview Experience Share

The Software Engineer - Data Engineering (ML Platform) role at Twitter is a critical position that involves building and optimizing the machine learning platform that powers Twitter’s products, including recommendations, content personalization, and user engagement. The role focuses on the design, development, and maintenance of data infrastructure, pipelines, and systems that enable scalable ML model training, data processing, and real-time serving.

11 Dec, 2024

Uber Sr Staff Machine Learning Engineer, Generative AI Interview Experience Share

The Sr Staff Machine Learning Engineer, Generative AI position at Uber is an exciting and highly technical role that combines leadership with cutting-edge AI research and application, particularly in Natural Language Processing (NLP), Large Language Models (LLMs), and Generative AI (GenAI). Here's a comprehensive guide to the interview process and preparation based on my experience.

09 Dec, 2024

Google Senior Software Engineer, AI Studio, Google Cloud Interview Experience Share

I recently interviewed for the Senior Software Engineer, AI Studio position at Google Cloud, and I want to provide a comprehensive overview of the interview process, the types of questions asked, and how you can best prepare for this highly competitive role. As a Senior Software Engineer at AI Studio, you would be expected to design, develop, and optimize AI-driven products and solutions that scale across Google Cloud’s infrastructure.

09 Dec, 2024

Meta Postdoctoral Researcher, Fundamental AI Research (PhD) Interview Experience Share

If you're preparing for an interview for the Meta Postdoctoral Researcher, Fundamental AI Research (PhD) position, here’s a comprehensive guide based on my own experience as well as insights from others who’ve gone through the process. The interview process at Meta is rigorous and multi-faceted, designed to assess both your technical expertise and your fit within their research-driven culture. Here's what to expect:

09 Dec, 2024

Meta Research Scientist Intern, 3D Computer Vision and Generative AI (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, 3D Computer Vision and Generative AI (PhD) position is highly technical, thorough, and focuses on your research experience, technical expertise, and ability to contribute to Meta's cutting-edge research in the fields of 3D computer vision, generative AI, and related technologies. Below, I’ll provide a detailed overview of the process based on my experience as well as insights from others who have interviewed for this role.

09 Dec, 2024

Meta Research Scientist Intern, Language & Multimodal Foundations (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Language & Multimodal Foundations (PhD) position is comprehensive and highly technical. Meta is looking for PhD students with strong expertise in natural language processing (NLP), machine learning, and multimodal AI. As someone who has gone through the interview process, I can give you a detailed breakdown of what to expect, the types of questions you'll face, and tips on how to succeed.

09 Dec, 2024

Meta Research Scientist Intern, Language Generative AI Interview Experience Share

The interview process for a Meta Research Scientist Intern, Language Generative AI (PhD) is rigorous and focuses on your research expertise in generative models, particularly in natural language processing (NLP), machine learning, and deep learning. As someone who has gone through this process, I will provide a comprehensive overview of what to expect, the typical questions you may face, and tips to help you succeed.

09 Dec, 2024

Meta Research Scientist, Generative AI (PhD) Interview Experience Share

As a Research Scientist in Generative AI at Meta, you will be responsible for applying advanced machine learning techniques to solve real-world challenges. This role requires deep expertise in AI research, with a focus on generative models like GANs, VAEs, and large language models. The position involves both theoretical research and practical applications, working closely with cross-functional teams to improve Meta’s AI products.

07 Dec, 2024

Microsoft Principal Software Engineer- AI Platform Interview Experience Share

As someone who has interviewed for the Principal Software Engineer - AI Platform position at Microsoft, I am happy to share a detailed breakdown of the interview process, the areas of focus, and real examples from my experience. This role, which involves leading the development of AI and machine learning platforms, requires a blend of deep technical expertise, system design skills, and leadership. Below is a comprehensive guide to help you prepare for this competitive and rewarding role.

06 Dec, 2024

Microsoft Senior Applied Scientist Interview Experience Share

I recently interviewed for the Senior Applied Scientist position at Microsoft, and I’d like to share my experience. This role focuses on applying advanced research and scientific methods to solve real-world problems in AI, machine learning, and data analytics. The interview process was intense and comprehensive, testing both technical expertise and my ability to contribute to innovative applied science projects. Below is a breakdown of the interview stages, key areas covered, and examples of questions I encountered.

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.