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AI/TLDR

Building AI Apps · TRACK 04/04

AI Engineering Career

Breaking into AI engineering without a PhD or a time machine.

9 ARTICLESbeginner → intermediate

// THE TRACK

01 · START HEREThe AI Engineer RoleUnderstand what the AI engineer role actually involves before you commit to chasing it.BEGINNER

Building a PortfolioBuild the three or four portfolio projects that prove AI engineering skill to a hiring manager.INTERMEDIATE The RoadmapFollow a stage-by-stage path from working developer to employed AI engineer — no PhD required.BEGINNER Math for AI EngineeringGet an honest answer on exactly how much math the job requires — it's less than you fear.BEGINNER Interview PrepWalk into an AI engineering interview knowing the question categories, the system-design patterns, and the answers interviewers want.INTERMEDIATE AI Eng vs ML Eng vs Data SciStop confusing the three roles — see what each one actually builds and which fits your background.INTERMEDIATE Side Project to ProductLearn what separates a slick AI demo from a product people pay for — and the concrete steps to cross that gap.INTERMEDIATE First AI Job, No ExperienceGet a concrete plan to land your first AI engineering job when your only experience is projects you built yourself.BEGINNER AI Eng vs Prompt EngUnderstand the real difference between an AI engineer and a prompt engineer — and which title to actually chase.BEGINNER