3 hacks to accelerate your data science career
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This document provides 3 hacks to accelerate a data science career: 1. Be friends with your product manager to learn about prioritization, communication, planning, users, and marketing. 2. Be visible by giving demos of your work, creating frontends for models, speaking at internal events, and writing blog posts. 3. Become part of the data science community by participating in meetups and conferences.
3 hacks to accelerate your data science career
- 1. 3 Hacks to Accelerate Your Data Science Career Alexey Grigorev Lead Data Scientist at OLX Group Founder at DataTalks.Club
- 3. What this is NOT about ● Getting into infrastructure ● Becoming a great data engineer ● Becoming a full-stack data scientist ● Learning to play violin
- 5. Full-stack data scientist ● Cover the whole project lifecycle (follow CRISP-DM) ● Invest in software engineering ● It’s not just about technical stills ● Have a T-shaped profile ● Focus on what matters
- 6. Focus on what matters??? How? ● Fail multiple projects ● Work at a startup ● Learn rapid prototyping How Your Machine Learning Project Will Fail - Elena Samuylova https://www.youtube.com/watch?v=bVxHQH2-PMo
- 7. Hack #1: Be friends with your PM
- 8. What I learned from my PMs ● Prioritization ● Talking to other teams ● Planning ● Learning more about the users ● Marketing myself
- 12. How can I be visible? ● Demos! Show even small things ● Make frontend for your models
- 13. Not watch
- 14. How can I be visible? ● Demos! Show even small things ● Make frontend for your models ● Speak at internal events ● Write to speak
- 15. Hack #3: Be a part of the community
- 16. Vingrad
- 21. Bonus Hack: Find a mentor
- 22. 3 Hacks to Accelerate Your DS Career ● Hack #1: Be friends with your PM ● Hack #2: Be visible ● Hack #3: Be a part of a community