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Data Science Collective

Advice, insights, and ideas from the Medium data science community

How Top 1% Data Science Candidates Land More Interviews

Insights from reviewing 100s of resumes

5 min readAug 13, 2025

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It’s not your fault.

Really, I mean it.

And you know how I know that? Because the market is full of talented data scientists who, despite their long list of achievements, are struggling to get noticed.

That’s because…

  • Being a good data scientist ≠ being good at writing resumes
  • Being a good data scientist ≠ being good at writing cover letters
  • Being a good data scientist ≠ being good at interviews

Landing a job is a whole different game

And if you want to play the game to win, you first need to understand the rules.

During my time as a hiring manager and a data science coach, I’ve reviewed 100s of resumes and I spotted patterns that show up over and over again among the top 1% candidates.

Even for those without years of work experience or a master's degree

So today I want to share several strategic moves to help you play the game like the best do and start landing more data science interviews (even in this job market).

Rule #1

First things first, STOP mass applying and hoping for the best!

Mass applying doesn’t work because by nature, resumes are not built to align.

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Data Science Collective
Data Science Collective

Published in Data Science Collective

Advice, insights, and ideas from the Medium data science community

Andres Vourakis
Andres Vourakis

Written by Andres Vourakis

Data Scientist @ Nextory, Founder of FutureProofDS.com, 7+ yrs in tech & applied AI/ML

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