Выше старшего: куда расти DS-инженеру в Авито

Beyond Senior: Where to Grow as a Data Scientist at Avito — Egor Samosvat, Roman Snetkov, Vladislav Kassym. What to do after reaching the Senior Data Scientist level: go into management or continue developing as an expert? In this episode, we discuss the career paths of Data Science engineers at Avito, the differences between the IC and management paths, and personal experiences transitioning between them. We'll discuss grades, responsibility, burnout, and how to choose a path that truly brings you joy and helps you grow. 00:00:00 Introduction 00:00:52 Participant Introductions 00:01:18 Returning to Engineering 00:02:43 The Path to a Senior Data Science Engineer 00:05:16 Inspiration and Challenges in a Senior Position 00:06:32 Avito Requirements for Senior Data Science Engineers 00:08:24 Moving to Higher Levels 00:09:55 Initiative and Growth 00:10:54 Conclusion 00:11:13 Grade Matrix 00:12:12 Moving to DS6 00:13:11 DS6 Criteria 00:14:10 Level Development 00:16:47 Personal Growth Stories 00:19:31 Changes in a Manager's Job 00:22:16 Tips for Engineers 00:23:02 Enjoying the Results and Moving into Management 00:25:35 Reasons for Returning to Engineering 00:27:54 Growth Differences between Engineers and Managers 00:31:34 Developing a Grade Line 00:34:05 The Role of a Senior Engineer 00:34:56 Choosing Between an Expert and a Managerial Path 00:36:36 Risks and Opportunities of the Expert Path 00:39:20 Transitioning from Management to IC 00:41:06 Job Search for Engineers and Managers 00:45:30 Expert Line on Avito 00:46:29 Pros and Cons of the Expert Path 00:47:24 Pros and Cons of a Managerial Role 00:48:18 Flexibility of IC Specialists 00:50:51 Risks for IC Specialists 00:53:05 The Future Roles 00:59:22 Conclusion Avito is launching Fast Track—an accelerated selection process for Senior and Senior+ Data Science specialists. One week to complete all technical stages and the final → an offer from the world's #1 classifieds platform by user count. 📅 Main stages—July 20–26. Registration is open until July 15. AvitoTech is a team of Avito engineers. Subscribe to our channel, social media, and blogs to learn more about Avito technologies 👇🏻 VK: https://vk.com/avitotech Telegram: https://clc.to/-YHGlg Habr: https://habr.com/ru/company/avito GitHub: https://github.com/avito-tech RuTube: https://rutube.ru/channel/30462632/ Zen: https://dzen.ru/avitotech Website: https://clc.to/l5ZqRA Register for Fast Track: https://career.avito.com/fasttrack/20...