Machine learning engineers design, develop, and implement machine learning models and algorithms. .
Data scientists specialize in advanced analytics and predictive modeling. They use statistical and machine learning techniques.
Data analysts are responsible for collecting, processing, and analyzing data to provide actionable insights.
Data Engineers are the architects behind the data infrastructure of organizations. They design, build, and maintain the data pipelines and storage systems that enable data scientists
Data Science Managers are responsible for leading data science teams, ensuring that projects are on track.