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Tips on Analytics Engineering

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Latest Issues

The Rise of Full Stack Analytics Engineers

My first encounter with dbt — data build tool — left me with very weird feelings. Back then I was a pretty successful data analyst, master of SQL and wizard of Excel. When for a hundredth time I heard “dbt is amazing,” I decided to take a c...

7 days ago
16
4

12 Questions About Analytics Engineering

A follower sent me these questions in a DM a few weeks ago. All about moving from data analyst to analytics engineer, and everything that comes with it.

I don’t usually get the chance to answer questions like this in full, so I wrote it al...

14 days ago
18
2

How to Prepare for an Analytics Engineering Interview

Recently, I asked my followers on LinkedIn:

“Which part of the interview process feels the hardest?”

Here are the top three answers:

  • Data modeling (65%)

  • Technical round (49%)

  • I’m not sure what companies expect (32%)

The...

7 months ago
39
3

What Analytics Engineers Actually Do?

A few weeks ago, I stumbled on a job posting for an Analytics Engineer position that left me frustrated. The company wanted everything at once: machine learning, statistics, data structures and algoritms — basically an entire data team pack...

8 months ago
43
10

The Core Principles of Robust Data Modeling (Part 2)

In the previous post, I discussed the first two important principles of robust data modeling:

  • 📈 scalability, and

  • ♻️ reusability.

In this post, I'll explore the other two critical principles:

  • ⚡️ performance, and

  • ✅ d...

a year ago
91
1

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  • Oleg Agapov

    Senior Analytics Engineer

  • Ruxandra Stefan

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