Public roadmaps
Pick a role. See the path.
Simple visual roadmaps you can bookmark and share — then turn any skill into a course when you are ready.
Explore career roadmaps
Pick a domain, open a role roadmap, then bookmark or share the link.
01.
Artificial Intelligence & Data Science
Data Analyst5–6 monthsData Scientist9–12 monthsData Engineer6–9 monthsAI/ML Engineer9–12 monthsPrompt Engineer3–5 monthsForward Deployed Engineer6–9 monthsMLOps Engineer6–8 monthsResearch Scientist (AI)12–18 months (often alongside a graduate program)NLP Engineer5–7 monthsComputer Vision Engineer5–7 monthsAI Product Manager4–5 monthsAI Ethics & Safety Researcher5–7 months