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Platform Portability
Uses custom domain (read.futureproofds.com) — can migrate to any platform without losing subscribers
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A weekly newsletter for data scientists who want to stay relevant and grow their careers in the age of AI (and beyond).
Data updated 1 week ago
Avg Comments
2.5
Avg Likes
29.0
Engagement Rate
0.22%· ~32 likes + comments/post
(comments + likes) / subscribers
Quality Score
Engagement vs AI
0.22% engagement rate
See Future Proof Data Science's score breakdown & category ranking
Quality sub-scores, category percentile, and engagement benchmarks
See full analysis freeUsed by thousands of newsletter operators and advertisers
| Public |
| What My Senior Data Scientist Role (Actually) Looks Like in 2026Working at a scale-up with strong AI adoptionMar 7, 2026 | Public |
| Should You Actually Transition from Data Science to AI Engineering?Here is the reality most people keep ignoringFeb 19, 2026 | Public |
| 7 Open-Source AI Tools Every Data Scientists Needs in 2026It's never been easier to level-upFeb 7, 2026 | Public |
| The Best Way to Deploy Data Science Projects with StreamlitHint: It's not Streamlit CloudJan 29, 2026 | Public |
| My 2026 Bets for Data Science (And 3 Things You Should Focus On)Full analysis by a Senior Data Scientist experienced in building AI workflowsJan 6, 2026 | Public |
| 3 Updates That Made Google Colab 10x Better For Data ScientistsIs it time to say goodbye to Jupyter?Dec 16, 2025 | Public |
| Building a Data Cleaning Agent with LangGraphBringing AI into your data science workflowDec 11, 2025 | Public |
| What Are Foundation Models, and Why Should Data Scientists Care?What the landscape looks like as we enter 2026Dec 4, 2025 | Public |
980 paid
Weekly Growth
Sign up for a free account to unlock Future Proof Data Science's percentile rankings in AI
Sign up free~0%
Paid Subscriber Retention
Insufficient data
11 of 30 days needed
Paid newsletter — revenue data available
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MRR methodology, pricing analysis, and revenue projections
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$33–$66
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Category benchmarks and audience-size adjusted rates
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Tracking started recently for Future Proof Data Science (11 days ago). A growth trend will appear once we have more data points.
median: 1.0
Publishing Consistency
69/100
median: 64/100
Subscribers
14K
median: 2K
Here's what we know about this newsletter's activity:
Publishing Pace
Weekly
Consistent
Category Rank
#101 of 526
in AI
Engagement Trend
Declining
based on recent posts
Vik's Newsletter
14K subs
++3.9%/wk
Explicable
16K subs
AI for Software Engineers
12K subs
Publishing Frequency
Weekly
Last published Mar 19, 2026
0.7 posts/week avg
AI Pricing
$28.86/mo avg
Below average(-62%)
Monetization Readiness
Already monetizing
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Sign up freePriced at $11/mo, 62% below the AI average of $29/mo.