Data Scientist vs Data Analyst vs Data Engineer

In today’s data-driven world, terms like data analyst, data scientist, and data engineer often get used interchangeably. However, these roles have distinct responsibilities, skill sets, and contributions to an organization’s data ecosystem. Whether you're exploring a career in data or working on building a data team, understanding these differences is essential.