How does the role of a Data Scientist differ from that of a Database Analyst?

a$.$

Data Scientists focus on designing database systems, while Database Analysts analyze data.

b$.$

Data Scientists focus on data analysis using advanced statistical methods, while Database Analysts manage and maintain databases.

c$.$

Database Analysts focus on designing and implementing machine learning algorithms.

d$.$

Both roles are synonymous and interchangeable.