Pick the AI role you want
You already have more of these skills than you think. Each roadmap is the order I would learn the rest in, starting from the engineering job you have now. Not sure which one fits you? Answer seven quick questions and I will tell you.
AI Engineer / AI Platform
→AI Engineers build the AI features people use: RAG, agents and LLM apps. AI Platform Engineers build and run what sits underneath: model serving, evals, observability and guardrails.
MLOps Engineer
→MLOps Engineers run the production lifecycle of machine learning models. They build the platforms that take models from a notebook to a reliable production system.
Data Platform Engineer
→Data Platform Engineers build the shared data infrastructure that everyone else depends on. They own the pipelines, storage, transformation, orchestration, and governance that turn scattered raw data into a trustworthy product the company can use.
Not sure what to build first?
Send me your roadmap and I will tell you which project I would start with in your position.
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