Opinionated Roadmaps for
High-Impact AI Roles
Step-by-step skill paths, industry-tested tools, and hands-on challenge progressions crafted by AI architects. Master real production concepts role-by-role.
AI Engineer
Intermediate → Advanced • 120+ Hours
Master LLM orchestration, RAG architectures, Agentic workflows, and production AI application design.
Core Skill Focus
Forward Deployed Engineer (FDE)
Intermediate → Advanced • 100+ Hours
Bridge cutting-edge AI capabilities with enterprise customer codebases and custom pipeline solutions.
Core Skill Focus
AI Product Manager (AI PM)
All Experience Levels • 60+ Hours
Lead AI product vision, non-deterministic UX patterns, model evaluation benchmarks, and business ROI.
Core Skill Focus
Don't see the AI role you are aiming for?
We are actively curating roadmaps based on community demand. Tell us what role or skill path you'd like us to build next (e.g. LLM Ops, AI Infra, AI Security).