We talked about:
- Sadat’s background
- Sadat’s backend engineering experience
- Sadat’s pivot point as a backend engineer
- Sadat’s exposure to ML and Data Science
- Sadat’s Act Before you Think approach (with safety nets)
- Sadat’s street cred and transition into management
- The hiring process as an internal candidate
- The importance of people management skills
- The Brag List
- The most difficult part of transitioning to management
- Focusing on projects and setting milestones
- Sadat’s transition from EM to data science management
- How much domain knowledge is needed for management?
- The main difference between engineering and management
- How being an EM helped Sadat transition no DS management
- 53:32 Transitioning to DS management from other roles
- How to feel accomplished as a manager
- Sadat’s book recommendations
- Sadat’s meetups
Links:
- Sadat's Meetup page: https://www.meetup.com/berlin-search-technology-meetup/
- Meetup event "Bias in AI: how to measure it and how to fix it event": https://www.meetup.com/data-driven-ai-berlin-meetup/events/289927565/
ML Zoomcamp: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html