Data science is a rapidly growing field with various roles like Data Analyst, Data Engineer, ML Engineer, and Data Scientist.To succeed in data science by 2025, focusing on evolving roles and sharpening the right skills early on is crucial.Understanding core responsibilities and skill priorities for each role is essential for navigating your data science career.A practical six-month plan is provided in the guide to help beginners or those looking to level up in the data science industry.