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Andres Vourakis

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Sep 16, 2025

AI and the Data Science Job Market: What the Hell Is Actually Happening?

What aspiring, junior, and senior data scientists should know to stay future-proof

AI and the Data Science Job Market: What the Hell Is Actually Happening?

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Andres Vourakis

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Nov 3, 2025

What’s Trending in Data Science and ML? Preparing for 2026

Key Learnings from the “Nordic Data Science and Machine Learning Summit” 2025

What’s Trending in Data Science and ML? Preparing for 2026

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Jul 17, 2025

How I’m Currently Upskilling as a Senior Data Scientist in Tech (2025 Edition)

Preparing for the age of AI and beyond

How I’m Currently Upskilling as a Senior Data Scientist in Tech (2025 Edition)

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Andres Vourakis

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Oct 22

The AI Skills Data Scientists Will Need in 2027 (From Analysing 7K+ Job Postings)

What companies actually expect from you, what’s changing, and how to prepare

The AI Skills Data Scientists Will Need in 2027 (From Analysing 7K+ Job Postings)

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Andres Vourakis

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Oct 12

AI Agents for Analytics: 8 Case Studies From Real Companies

How Anthropic, OpenAI, Ramp, Pinterest, and others built AI analysts their teams rely on every day

AI Agents for Analytics: 8 Case Studies From Real Companies

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Andres Vourakis

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Sep 16

I Built Agentic Analytics at a Tech Company (Here is The Reality)

There’s a lot of talk about agentic analytics right now.

I Built Agentic Analytics at a Tech Company (Here is The Reality)

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Sep 1

Docker For Data Scientists (Simplified): Getting Started with Deployment

Spoiler: No, you don’t need Kubernetes

Docker For Data Scientists (Simplified): Getting Started with Deployment

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Andres Vourakis

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Aug 17

ML System Design for Data Scientists (Simplified)

This is how Senior Data Scientists actually think about ML Systems

ML System Design for Data Scientists (Simplified)

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Andres Vourakis

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Jun 8

When Is It Actually a RAG Problem?

A decision framework for data scientists

When Is It Actually a RAG Problem?

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May 18

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

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

Andres Vourakis

Andres Vourakis

Data Science & AI Consultant. Founder of FutureProofDS.com, 8+ yrs in tech & applied AI/ML

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