Полная Дорожная Карта AI-инженера за 10 минут (с нуля)

🧠 Text our manager the code word "REMOTE" within 5 minutes and receive a free analysis of your level and a roadmap for finding employment at an international company from a real remote expert: https://t.me/m/RLY1YX0HYjli 🔑 Turnkey programming training from scratch: https://offer.gernar.ru/?utm_source=y... 🐳 Telegram: https://t.me/gernar228 (subscribe, there are tons of useful information on employment and job openings, not on xx.ru) How to become an AI Engineer from scratch and what skills are needed to enter the profession? In this video, we'll explore the full roadmap of an AI engineer: what a beginner should learn, how long it will take, how an AI engineer differs from an ML engineer, and what opportunities there are in the international market. We'll discuss key skills for an AI developer: Python, Git, SQL, LLM basics, prompt engineering, RAG, AI agents, AI system security, and creating real-world AI applications. We'll also explore how much AI Engineers earn abroad and what it takes to find a remote job in IT. 📕 Interview Question Database: https://gernar.ru/questions ❓ Guide to finding an IT job in 3 months without work experience: https://t.me/gernar228/788 TIMESTAMPS: 00:00 — AI Engineer Roadmap 00:06 — What is an AI Engineer: What's the difference from ML and DS? 00:53 — Skill 1: Python for AI Engineers — Where to Start? 01:22 — Skill 2: Git for AI Developers — Why is it Needed and What to Learn? 01:49 — Skill 3: Data Structures and Algorithms for AI Engineers 02:30 — Skill 4: SQL for AI Engineers — Why Do You Need Databases? 03:03 — Skill 5: How Do LLMs and Modern AI Systems Work? 03:43 — Skill 6: AI APIs and Prompt Engineering — How to Work with Neural Networks via APIs? 04:29 — Skill 7: Embeddings, Vector Databases, and RAGs 05:14 — Skill 8: AI Agents — What Are They and How Do They Work? 6:00 AM — Skill 9: Reliability, Security, and Quality Assessment of AI Systems 6:40 AM — Skill 10: How to Build AI Applications with FastAPI, Flask, and Docker? 7:18 AM — How Long Does it Take to Become a Junior AI Engineer? 7:33 AM — AND YOU STILL CAN'T GET A JOB - Why? 7:56 AM — How Much Does an AI Engineer Earn in the US? 8:34 AM — How to Find a Job as an AI Engineer Abroad? 8:37 AM — LinkedIn and Resume for Jobs Abroad 8:46 AM — English for IT Interviews and Working Abroad 9:00 AM — How to Ace an Interview at a Foreign Company? 9:22 AM — WHAT IS THE MOST IMPORTANT SKILL for a Programmer in Russia in 2026?