Future Proof Data Science | Andres Vourakis | Substack

The Next Chapter for This Newsletter: Introducing "Future Proof Data Science"

You are now part of something bigger

Oct 23, 2025 • Andres Vourakis

Recent posts

When Is It Actually a RAG Problem?

How to tell RAG from MCP, semantic layers, and other patterns people often confuse it with

Jun 4 • Andres Vourakis

Building Your First Claude Skill: An Analytical Peer Reviewer for Data Scientists

A step-by-step build for a Skill that stress-tests your analysis, not just your code

May 16 • Andres Vourakis

Top 5 AI Tools I (Actually) Use as a Senior Data Scientist

My real AI stack, what each tool does, and how they all fit together

Apr 23 • Andres Vourakis

I Built a Free Dashboard to Track AI in Data Science

Explore the skills companies are actually hiring for, updated weekly with thousands of job postings

Apr 10 • Andres Vourakis

Ultimate Guide to Future-Proofing Your Data Science Career (2026-2027)

The skills, strategies, and career moves data scientists need to stay competitive as AI reshapes the field

Mar 26 • Andres Vourakis

6 Research Papers Every Data Scientist Should Read In 2026

How far AI agents will automate data science, machine learning research, and broad scientific discovery

Mar 19 • Andres Vourakis

What My Senior Data Scientist Role (Actually) Looks Like in 2026

Working at a scale-up with strong AI adoption

Mar 7 • Andres Vourakis

Should You Actually Transition from Data Science to AI Engineering?

Here is the reality most people keep ignoring

Feb 19 • Andres Vourakis

7 Open-Source AI Tools Every Data Scientist Needs in 2026

It's never been easier to level-up

Feb 7 • Andres Vourakis

The Best Way to Deploy Data Science Projects with Streamlit

Hint: It's not Streamlit Cloud

Jan 29 • Andres Vourakis

AI + Data Scientist Job Market in 2026: Analysis, Trends, Opportunities (Early Year Report)

Analyzed over 700 job postings to understand how AI is shaping the data science job market as we enter 2026

Jan 15 • Andres Vourakis

My 2026 Bets for Data Science (And 3 Things You Should Focus On)

Full analysis by a Senior Data Scientist experienced in building AI workflows

Jan 6 • Andres Vourakis

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