FDE is becoming one of the hottest AI roles. Microsoft create a $2.5B Frontier Company, embedding 6,000 engineers and industry experts with customers. AWS followed with putting $1B into a Forward Deployed Engineering unit, seeded with “thousands” of FDEs. The signal is clear: The market wants engineers who can sit with customers, understand messy workflows, turn business pain into technical scope, ship production systems, and keep improving them after launch. The market wants more FDEs, a lot of them. So how do you learn to become an FDE? And if you apply for an FDE job, how should you prepare for the interviews? Recently I came across an FDE career roadmap created by It shows a clear visual learning path for roles like FDE. Instead of giving you another long course list, it maps the skills of the role: what topics matter, how they connect, and what to learn next. has 359K GitHub stars and 2.8M+ registered users. It is one of the most popular open-source learning projects for developers. Many developers already use it as a career map, study checklist, and interview prep guide. Hope this helps you landing your next dream AI job.