$100M for AI Engineers? Here's the ULTIMATE Machine Learning Roadmap for 2025

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Are you looking to become a Machine Learning Engineer in 2025? This complete roadmap covers everything you need to know, including ML career paths, required skills, salary expectations, and hiring trends in top tech companies!

🔹 What You’ll Learn in This Video:
✅ Machine Learning Engineering career path & growth opportunities
✅ In-demand AI & ML skills to master in 2025
✅ Salary expectations for ML Engineers across different levels
✅ Top companies hiring ML Engineers in 2025
✅ Essential tools, frameworks, and programming languages
✅ Tips to crack ML job interviews at FAANG & top AI startups

💡 Why Machine Learning Engineering?
Machine Learning Engineers are among the highest-paid professionals in the AI space. With the rise of AI-driven applications, generative AI, and large language models (LLMs), companies are actively hiring ML talent to build cutting-edge AI solutions.

🔥 Top AI & ML Skills for 2025:

Python & SQL
Deep Learning (TensorFlow, PyTorch)
Machine Learning Algorithms & Model Optimization
LLMs & Generative AI (ChatGPT, Gemini, Claude AI)
Data Engineering & MLOps (AWS, GCP, Azure, Kubernetes, Docker)
NLP, Computer Vision & Reinforcement Learning
Mathematics & Statistics for AI

📈 Machine Learning Engineer Salary in 2025:

Entry-level: $90,000 - $140,000
Mid-level: $140,000 - $200,000
Senior-level: $100M+ (FAANG, top AI startups)

🚀 Hiring Trends for ML Engineers:

AI-first companies are investing heavily in Machine Learning & AI-powered products
FAANG & startups are increasing demand for ML engineers with MLOps & Generative AI expertise
Strong emphasis on LLMs, AI automation, and real-time AI solutions

Mock Interviews - https://youtube.com/playlist?list=PLTjcBkvRBqGFzekgH2GF2VLzF8ljFCCBH

Uplevel with Omkar Deshpande - https://youtube.com/playlist?list=PLTjcBkvRBqGH4DZTRho04Gc5wOOP4N4sF

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Видео $100M for AI Engineers? Here's the ULTIMATE Machine Learning Roadmap for 2025 канала Interview Kickstart