$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!

Machine Learning Engineer Roadmap: Insights from FAANG Applied Scientist https://interviewkickstart.com/blogs/...

🔹 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

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