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Reinforcement learning

24 Dec, 2024

Instagram Applied Research Scientist, Instagram Core ML (PhD) Interview Questions

I recently interviewed for the Applied Research Scientist, Instagram Core ML (PhD) position at Meta and want to share a comprehensive account of my experience. This role is centered around cutting-edge machine learning research, with a focus on recommendation systems, deep learning, and generative models. Below is a detailed breakdown of the interview process, questions I encountered, and tips to help you prepare if you're applying for this role.

20 Dec, 2024

Cruise Senior Applied Scientist II, Autonomy Evaluation Interview Questions

I recently went through the interview process for the Senior Applied Scientist II, Autonomy Evaluation role at Cruise and am sharing a detailed account of my experience to help others prepare. This role is key to advancing autonomous vehicle technology by evaluating and enhancing the performance of the vehicle autonomy stack, using data science and machine learning techniques.

20 Dec, 2024

Cruise Senior Autonomy Systems Engineer Interview Questions

I recently interviewed for the Senior Autonomy Systems Engineer role at Cruise and would like to share my experience and insights to help others prepare. This role is centered around the system engineering aspects of autonomous vehicles, specifically working on evaluating and enhancing the performance of the vehicle autonomy stack. It involves deep technical knowledge in systems engineering, robotics, data analysis, and risk management, along with a clear focus on safety-critical systems.

20 Dec, 2024

Cruise Senior Driving Behaviors Systems Engineer II Interview Questions

I recently interviewed for the Senior Driving Behaviors Systems Engineer II position at Cruise, and I want to share my experience to help others preparing for the role. This position plays a key role in defining, analyzing, and improving autonomous vehicle driving behaviors, ensuring that the vehicles perform safely, efficiently, and comfortably in a variety of environments.

20 Dec, 2024

Cruise Staff Software Engineer, Autonomy Evaluation Interview Questions

I recently interviewed for the Staff Software Engineer, Autonomy Evaluation position at Cruise and would like to share my experience to help others prepare for the interview process. This role is focused on evaluating and improving the performance of autonomous vehicles (AVs) through data analysis, simulation, and testing. The goal is to ensure that the AV stack operates safely, efficiently, and reliably in real-world environments.

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

Tesla AI Research Engineer, Model Scaling, Self-Driving Interview Questions and Answers

If you're preparing for an interview for the AI Research Engineer, Model Scaling, Self-Driving role at Tesla, here's a detailed breakdown based on actual experiences and insights shared by candidates who have gone through the process. This guide will help you understand the role, the interview process, and provide you with specific examples to expect.

19 Dec, 2024

Tesla C++ Software Engineer, Teleoperation, Tesla Bot and Robotaxi Interview Questions and Answers

If you're preparing for an interview for the C++ Software Engineer position focused on Teleoperation, Tesla Bot, and Robotaxi at Tesla, here’s a comprehensive guide to help you understand what to expect during the interview process. This includes insights into the role, the interview structure, common technical questions, and real-world examples from candidates who have previously interviewed for this position.

19 Dec, 2024

Tesla Collision Manager Interview Questions and Answers

If you’re preparing for an interview for the Collision Manager position at Tesla, it’s important to understand the nature of the role, the interview process, and the key skills Tesla looks for in candidates. Based on feedback from candidates who have interviewed for similar positions at Tesla, here's a comprehensive guide to help you prepare. This guide covers the interview structure, technical questions, behavioral questions, and examples of challenges you might face during the process.

19 Dec, 2024

Tesla Deep Learning Manipulation Engineer, Tesla Bot Interview Questions and Answers

If you’re preparing for an interview for the Deep Learning Manipulation Engineer role at Tesla, focusing on the Tesla Bot, you can expect a thorough and rigorous interview process. This position is centered around developing advanced deep learning models and algorithms for manipulating objects and controlling the actions of Tesla’s humanoid robot, known as Tesla Bot. The interview will test your skills in deep learning, robotics, and real-time control, along with problem-solving and system design abilities. Based on insights from candidates who have interviewed for this role, here's a comprehensive guide on what to expect and how to prepare.

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, 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.

18 Dec, 2024

Spotify Machine Learning Engineer, Personalization Interview Questions and Answers

I recently interviewed for the Machine Learning Engineer, Personalization role at Spotify, and I want to share a detailed breakdown of the interview process, the types of questions asked, and tips for preparing. This role is focused on developing machine learning models to personalize Spotify’s user experience, including recommendations, content discovery, and dynamic playlist generation.

16 Dec, 2024

Atlassian Principle Data Scientist - Experimentation Interview questions Share

As someone who has gone through the interview process for the Principal Data Scientist - Experimentation role at Atlassian, I’d like to share a detailed account of my questions. This position focuses on advanced experimentation methods and data-driven decision-making to optimize products like Jira, Trello, and other Atlassian offerings. Here's a comprehensive overview of what you can expect during the interview process, along with examples and key insights.

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 Research Scientist, Multimodal Interaction & World Model - 2025 Start Interview Experience Share

I recently interviewed for the Research Scientist, Multimodal Interaction & World Model position at ByteDance for the 2025 start, and I’d like to share my detailed experience. This role is particularly exciting for those interested in the intersection of AI, multimodal learning, and real-world modeling. The interview process is rigorous and comprehensive, focusing on advanced AI techniques, deep learning, and system design. Below is an in-depth overview of the position, the interview process, and examples of questions I encountered.

11 Dec, 2024

Twitter Machine Learning Engineer - Recommendations Interview Experience Share

The Machine Learning Engineer - Recommendations role at Twitter is a highly technical position focused on improving the recommendation algorithms that power Twitter’s content delivery system. The interview process for this role is designed to evaluate your ability to design, implement, and scale machine learning systems that can effectively analyze data, generate recommendations, and optimize content delivery for millions of users.

10 Dec, 2024

Amazon Machine Learning Engineer III, AGI Foundations Interview Experience Share

s someone who has interviewed for the Amazon Machine Learning Engineer III, AGI Foundations role, I can provide you with a detailed and comprehensive overview of the interview process, including key responsibilities, the types of questions you’ll encounter, and insights into how to succeed in this highly technical position. The Machine Learning Engineer III role, particularly within AGI Foundations, is a senior-level position focused on advancing Amazon’s efforts in Artificial General Intelligence (AGI), machine learning, and deep learning models.

09 Dec, 2024

Google Senior Software Engineer, AIML GenAI, Google Cloud AI Interview Experience Share

I recently interviewed for the Senior Software Engineer, AI/ML GenAI position at Google Cloud AI, and I’d like to share a detailed and comprehensive overview of the interview process, the types of questions I encountered, and how to best prepare for this competitive role. This role, focused on Generative AI (GenAI), involves designing and implementing AI models that push the boundaries of natural language processing (NLP), computer vision, and other generative technologies within Google Cloud’s AI ecosystem.

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, Audio, Machine Learning and Computer Vision (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Audio, Machine Learning, and Computer Vision (PhD) is a comprehensive and technical one, aimed at evaluating your expertise in machine learning, computer vision, and audio signal processing. As someone who has gone through this process, I’ll walk you through the stages, provide examples of questions, and offer some insights on how to succeed.

09 Dec, 2024

Meta Research Scientist Intern, Embodied AI (PhD) Stagiaire chercheur, IA incarnée (doctorat) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Embodied AI (PhD) position is highly technical, focused on your deep knowledge of AI, robotics, machine learning, and embodied agents. As someone who has gone through the interview process for this role, I’ll provide a comprehensive breakdown of the stages, typical questions, and tips on how to succeed.

09 Dec, 2024

Meta Research Scientist Intern, Embodied AI (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Embodied AI (PhD) position is rigorous and focuses on evaluating your technical expertise, research experience, and collaborative abilities. As someone who has interviewed for this role, I’ll provide you with a comprehensive overview of the process, common questions you can expect, and tips to succeed.

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 Intern, Neuromotor Interfaces Computational Modeling (PhD) Interview Experience Share

The interview process for a Meta Research Scientist Intern, Neuromotor Interfaces Computational Modeling (PhD) position is rigorous and focused on evaluating your expertise in computational modeling, neuromotor interfaces, neuroscience, and machine learning. Meta is interested in candipublishDates who are familiar with both neuroscientific principles and engineering solutions for neuromotor interfaces, as well as those who can apply computational techniques to real-world problems. As someone who has gone through the interview process for this role, I will provide a detailed breakdown of the process, common questions, and tips for success.

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.

09 Dec, 2024

Meta Research Scientist, Computer Vision (PhD) Interview Experience Share

The interview process for a Meta Research Scientist, Computer Vision (PhD) position is thorough and competitive. Meta is looking for candipublishDates with strong academic backgrounds and expertise in computer vision, deep learning, and related areas such as 3D perception, object detection, and vision-based machine learning. As someone who has gone through the process, I’ll walk you through the stages of the interview, provide examples of questions you may encounter, and offer tips to help you succeed.

09 Dec, 2024

Meta Research Scientist, GenAI - Multimodal Audio (Speech, Sound and Music) Interview Experience Share

The interview process for the Meta Research Scientist, GenAI - Multimodal Audio (Speech, Sound, and Music) position is designed to evaluate your deep knowledge of multimodal AI, particularly in audio processing, speech recognition, and generative AI techniques. As someone who has gone through the interview process for this role, I’ll break down each stage of the process, the types of questions you can expect, and provide helpful tips to ensure 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.

09 Dec, 2024

Meta Research Scientist, Machine Learning (PhD) (Singapore) Interview Experience Share

As a Research Scientist in Machine Learning (PhD) at Meta, you will be involved in cutting-edge machine learning research, with a focus on solving complex problems and applying ML techniques to real-world challenges. This role requires deep expertise in AI, a strong research background, and the ability to collaborate with cross-functional teams.

09 Dec, 2024

Meta Research Scientist, Machine Learning (PhD) Interview Experience Share

The interview process for the Research Scientist, Machine Learning position at Meta is multi-step, and it assesses various aspects of your abilities, from theoretical knowledge to practical application. Here’s how the process unfolded for me:

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.