Generative ai

15 Dec, 2024

2025's Premier Skills - A Deep Dive and Roadmap to Mastery

In an era of rapid technological advancements and constantly evolving industries, the possession of cutting-edge skills has become the linchpin for professional and academic progression. As we look ahead to 2025, a constellation of emerging skills is emerging across multiple crucial sectors, not only reshaping the career landscape but also powering society's overall advancement. Let's take an in-depth look at these skills and their cultivation pathways.

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.

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.

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, 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 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, 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 Engineering Manager-AI Platform Interview Experience Share

As someone who has interviewed for the Principal Software Engineering Manager - AI Platform position at Microsoft, I can provide you with an in-depth and detailed overview of the interview process, key areas of focus, and insights drawn from my own experience. This role is targeted at highly skilled software engineering leaders with a deep understanding of AI technologies, machine learning platforms, and the ability to manage and guide engineering teams through complex projects. Below is a comprehensive guide to the interview process and preparation tips.

06 Dec, 2024

Microsoft Principal Product Designer | Consumer Ads Interview Experience Share

I recently went through the interview process for the Principal Product Designer position on the Consumer Ads team at Microsoft, and I’d like to share my experience. This role focuses on designing compelling, user-friendly, and effective ad experiences for consumers across Microsoft's advertising platforms. The position requires a mix of user-centered design, data-driven decision making, and the ability to collaborate with engineering, marketing, and product teams. Here's a breakdown of the interview process, what you can expect, and some key lessons learned.

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.