Professionals transitioning from non-IT executive roles to data analyst positions typically begin as junior data analysts, then progress to mid-level data analysts, senior data analysts, and potentially move on to roles such as data science managers, business intelligence analysts, or data analytics consultants. Continuous learning, and gaining industry-specific knowledge can lead to further growth and specialization in data analytics.
If you are planning to get into data analyst field then check out this video about how Siddhartha landed a job as a Sr. Data Analyst after completing Masters in Data Science from Intellipaat.