A roadmap, real projects and job-hunt help, built from what 151 AI engineer job ads actually ask for. From zero or already coding. Everyone is welcome.
Free, no card. Hosted on Skool, sign up with Google in about 30 seconds.
60 seconds: what's inside and how to join
We read 151 remote AI engineer job ads and counted the skills. Most roadmaps start with math and models. The ads ask for something else.
Source: 151 remote AI engineer job ads (Working Nomads, 19 Sep – 18 Oct 2026). The community is built around the top of this list.
Python → data structures → AI concepts → PyTorch / TF → your first project
One free, checked resource per step, in the right order. Honest note: from zero, this usually takes a year or more.
Claude Code → AI agents → RAG → evals → production projects
For developers (any stack) moving into an AI engineer role: the skills the job ads list, and projects that look like real work.
Pick your path and get a plan for your first week.
What to learn, in what order, and what to skip.
The best free resources, picked and checked for you.
3 project briefs with architecture diagrams that look like real work.
How senior developers actually use AI coding tools.
Templates and kits from the YouTube videos, like the AI job agent workflow.
First steps to AI engineering if you've never coded.
Where to look, resume and LinkedIn, interviews and a weekly routine.
Plus a community to ask questions, share your projects and get feedback.
Skool is where the community lives: a private forum plus a course library. You need a free Skool account to join, the same way you need an account for Discord.
I'm a software engineer with 18+ years of shipping software, and these days I build AI systems. On YouTube I show the full process, and in the community I share the roadmap, the project briefs and what I learn from the job market.
Yes. The community and all 8 courses are free, and Skool doesn't ask for a card to join.
No. Path A starts from zero with Python. If you already code, Path B skips straight to agents, RAG and production projects.
Nobody can promise that, and I won't. What you get is a plan based on real job ads, projects that look like real work, and a community that gives feedback.
No. You get the architecture, what the project has to prove and what recruiters look for. Building it yourself is what makes it count in an interview.
Whatever you have. The roadmap is built for people learning next to a job or studies, a few hours a week.
Join free, pick your path, and open "Start here".
Join the free community →Free, no card · Hosted on Skool