Transition from Data Analyst to Software Development Engineer

Is the right choice to switch Data analyst to SDE profile with having 5YoE in SQL, ETL, Data visualisation, Process Mining(Celonis/Signavio) Should I prepare for SDE profile or keep continue with current profile DA/DE with learning of AI-ML. Which one is good for future growth, Can anyone give me a perfect guidance on this?