Data Analyst β†’ AI Engineer

Data Analyst to AI Engineer: The 4-8 Month Transition Roadmap

A practical roadmap for data analysts ready to move beyond dashboards and reports into AI engineering. Your SQL and data skills give you a unique advantage, now it's time to add the programming and implementation skills that will 3x your earning potential.

4-8 months
Difficulty: Intermediate

Prerequisites

  • Strong SQL skills (queries, joins, aggregations)
  • Experience with data visualization (Tableau, Power BI, or similar)
  • Basic understanding of statistics and data interpretation
  • Familiarity with spreadsheet formulas and logic
  • Analytical mindset and problem-solving skills

Your Learning Path