Practical roadmap: data analyst transitioning into GenAI and agentic AI
A data analyst with four years of SQL and Python experience asks which role to target — AI Engineer, AI Solutions Engineer, Analytics Engineer, or Data Engineer. Advice centers on learning LLM APIs and agent internals, shipping one analytics-agent portfolio project, and avoiding the trap of collecting frameworks instead of building.