The GenAI Career Blog
Career guides, interview prep, salary insights, and practical deep-dives for GenAI and AI job seekers. Written by practitioners, for practitioners.
Latest Articles
What Is Agentic AI? A Career Guide for 2025
Agentic AI systems can plan, reason, and take multi-step actions without human intervention at every step. This guide explains the technology and what it means for your career in 2025.
GenAI Career Paths: Roles, Salaries & How to Break In
The GenAI job market is exploding with new roles that did not exist two years ago. This guide maps out the key career paths, what each role pays, and exactly how to position yourself to get hired.
Top GenAI Skills Employers Are Hiring For in 2025
Job descriptions for AI roles in 2025 reveal a clear pattern of in-demand skills. This guide breaks down exactly what employers want and how to build those skills quickly.
GenAI Careers
View all →What Is Agentic AI? A Career Guide for 2025
Agentic AI systems can plan, reason, and take multi-step actions without human intervention at every step. This guide explains the technology and what it means for your career in 2025.
GenAI Career Paths: Roles, Salaries & How to Break In
The GenAI job market is exploding with new roles that did not exist two years ago. This guide maps out the key career paths, what each role pays, and exactly how to position yourself to get hired.
Top GenAI Skills Employers Are Hiring For in 2025
Job descriptions for AI roles in 2025 reveal a clear pattern of in-demand skills. This guide breaks down exactly what employers want and how to build those skills quickly.
From Software Engineer to AI Engineer: A Practical Roadmap
You do not need a machine learning PhD to become an AI Engineer. If you can write Python and ship production code, you are closer than you think. Here is a practical roadmap for making the transition.
GenAI & LLM Engineer Salary Guide: India 2025
Salaries for GenAI and LLM Engineers in India have jumped significantly in 2025. This guide breaks down compensation by role, experience level, city, and company type — so you know exactly what to ask for.
Resume & Portfolio
View all →How to Write a GenAI Resume That Gets Shortlisted
Most AI Engineer resumes fail at two hurdles: they are either too generic to stand out or too academic to pass ATS screening. This guide shows you exactly what to include and how to structure your resume for GenAI roles.
ATS Optimization for AI/ML Resumes
Up to 75% of resumes are rejected by ATS before a human reads them. For AI/ML roles, specific technical keywords and formatting choices determine whether your resume gets seen. Here is what to fix.
How to Build a GenAI Portfolio That Stands Out
A GenAI portfolio is the single most effective thing you can do to land interviews in 2025. This guide covers what projects to build, how to present them, and how to get them in front of hiring managers.
Interview Prep
View all →Top LLM & GenAI Interview Questions (With Sample Answers)
GenAI interviews test both conceptual depth and practical experience. This guide covers the most frequently asked LLM and GenAI interview questions with sample answers you can adapt for your own experience.
RAG & Vector Database Interview Questions for 2025
RAG is tested in virtually every AI Engineer interview. These are the questions that separate candidates who have read about RAG from those who have built and debugged it in production.
Agentic AI Interview Questions: What to Expect
Agentic AI interviews go deeper than standard LLM questions. Interviewers want to know that you have built agents that work reliably in production — not just in demos. These are the questions to prepare for.
Learning & Tools
View all →LangChain vs LlamaIndex vs Haystack: Which to Learn?
Three frameworks dominate the GenAI engineering landscape: LangChain, LlamaIndex, and Haystack. This guide compares them honestly and tells you which to prioritise for job hunting in 2025.
RAG Explained: How It Works & Why It Matters for Your Career
RAG is the most widely deployed GenAI technique in production. Understanding it deeply — from embedding models to vector stores to re-ranking — is the single most valuable skill you can build for an AI Engineer career.
Prompt Engineering as a Career: Skills, Salary & Outlook
Prompt engineering went from hyped to questioned very quickly. Here is an honest look at where the skill stands in 2025, whether dedicated roles still exist, and how to use it to advance your AI career.