Role overview
Ship useful AI features by combining software engineering, model APIs, retrieval, evaluation, and product judgment.
Skills to learn
Python, APIs, SQL, LLMs, RAG, AI agents, system design, testing, and deployment basics.
Recommended learning order
Python → SQL → LLMs → RAG → Agents → System Design for AI → Cloud.
Interview focus areas
Building reliable workflows, handling model failures, measuring quality, and choosing simple designs first.
Resources
Use the curated resource library for applied AI examples and practice.