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4 jobs and 2 career pivots

Photo by Muhammad Asyfaul on Unsplash

Ever dream of transitioning into data science but worry you don’t have the right background?

Maybe you think you are behind the competition without a traditional degree?

Or you aspire to work at a big tech company but don’t think you are worthy?

If any of these thoughts crossed your mind, you’re not alone.

I was in your shoes. And I’ve spoken with many aspiring data scientists facing the same doubts.

This article is for you — those who want to break into data science without the typical credentials. While it may not answer every question, I hope it gives you clarity and confidence to pursue your dream career.

Here’s a glimpse into my journey, broken down into six phases:

  • Discovery
  • Desire
  • Investment
  • First pivot
  • Second pivot
  • Opportunity knocks

Hello there!

I’m Mandy Liu, an ex-Meta data scientist with 8 years’ industry experience 🙂

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