Data Scientist:– Responsibilities: Analyzing complex data sets, developing models, and extracting actionable insights to solve business problems.
Data Analyst:– Responsibilities: Collecting, processing, and analyzing data to help organizations make informed decisions. Focus is often on descriptive and diagnostic analytics.
Machine Learning Engineer:– Responsibilities: Designing and implementing machine learning models, developing algorithms, and working on the deployment of models into production.
Data Engineer:– Responsibilities: Building and maintaining the architecture for data generation, transformation, and storage. Involves working with big data technologies.
Business Intelligence (BI) Analyst:– Responsibilities: Focusing on gathering, analyzing, and visualizing business data to support decision-making.