Data Scientist Professional - Confirms advanced expertise in designing, building, and deploying scalable machine learning solutions and performing complex data analysis in production environments.
Data Scientist Associate - Demonstrates core competencies in data analysis, statistical modeling, and machine learning for generating insights from data.
Data Engineer Associate - Validates foundational skills in building and managing data processing systems and pipelines using modern data tools and cloud platforms.