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Algorithmic fairness

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.

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 Postdoctoral Researcher – Human-Computer Interaction and AI – Microsoft Research Interview Experience Share

I recently went through the interview process for the Postdoctoral Researcher – Human-Computer Interaction (HCI) and AI position at Microsoft Research. Below is a detailed breakdown of my experience, which should provide insights for anyone preparing for a similar role. The process was intellectually stimulating and required a combination of technical expertise, research experience, and the ability to collaborate within interdisciplinary teams.

07 Dec, 2024

Microsoft Stagiaire en recherche- équité, responsabilité, transparence et éthique | Research Intern - Fairness, Accountability, Transparency, and Ethics (FATE) Interview Experience Share

As someone who has interviewed for the Research Intern - Fairness, Accountability, Transparency, and Ethics (FATE) position at Microsoft, I’m happy to share a detailed overview of the interview process, key areas of focus, and insights from my experience. This internship focuses on critical issues in the intersection of technology and ethics, particularly the development of fair, transparent, and accountable AI systems. Below is a step-by-step guide to help you prepare for this unique and competitive role.