Скачать или смотреть AI, Machine Learning, Data Science: Which is the Better Career

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AI is booming, but so are careers in Machine Learning and Data Science. If you've looked at job postings lately, you've seen titles like "AI Engineer," "ML Engineer," and "Data Scientist." But what's the actual difference between these jobs, and which one offers the best future?
In this video, we’ll break down the exploding job market in AI, machine learning, and data science, highlighting what’s driving demand and why these roles are getting harder to fill.
We’ll compare compensation across careers, from median salaries to the highest-paid roles at companies like Google and Cruise. Then we’ll lay the foundation by defining what AI, ML, and data science actually are, before exploring the major industry shift: thanks to pre-trained models and accessible APIs, individual engineers can now do what used to take entire ML teams.
We’ll also talk through what a Machine Learning Engineer does, introduce a practical learning resource from Zero to Mastery for those wanting to build real-world skills, and then compare that with the AI Engineer role.
Finally, we’ll look at the Data Scientist role, which often has a lower barrier to entry but still commands strong salaries. We’ll end by helping you decide which role fits you best, based on your interests, strengths, and career goals.
Let’s dive in!


📎 Resources:
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✅ FREE AI ML Roadmap Self Study Plan (16-page PDF Guide)
https://www.exaltitude.io/job-seekers...
✅ The FREE Ultimate ATS-Friendly Resume Checklist
https://www.exaltitude.io/job-seekers...
✅ Download the FREE Job Search Keyword Toolkit in a PDF file
https://www.exaltitude.io/resume-hand...
✅ The Ultimate Resume Handbook
https://www.exaltitude.io/resume-hand...
✅ FREE Interview Prep Resources
https://www.exaltitude.io/job-seekers...
✅ FREE ATS-Friendly Resume Template
https://www.exaltitude.io/job-seekers...


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I give advice for navigating your engineering career journey successfully.


⭐️About me
========================
I’m Jean—founder of Exaltitude with over 20 years in tech. I was the 19th software engineer at WhatsApp before its $19B acquisition by Meta and later led engineering teams at Meta, witnessing firsthand how technology evolves and shapes the world.
Now, I’m on a mission to break down how AI is transforming careers, industries, and the future of work. With AI revolutionizing how we work, learn, and live, I simplify these concepts to make them accessible to everyone—whether you're starting in tech, pivoting careers, or curious about AI’s impact.
No hype. No jargon. Just real-world insights for navigating AI and what’s next.


⏱️ Timestamp:
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00:00 AI, ML, or Data Scientist?
00:52 Reality Check
02:07 Trends
5:00 What is AI
07:09 The Shift
8:00 ML Engineer
09:08 Resources
10:39 AI Engineer
13:52 Data Scientist
16:10 What Path


Credits
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🖼️ All images, graphics, and b-roll videos used in this video were sourced from Canva.

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