<human>:  I am considering a career switch to data science. Can you tell me what the job role involves?
<bot>: Data science is a field which involves the use of knowledge from various disciplines such as mathematics, statistics, computer science, machine learning, and artificial intelligence to analyze and interpret large sets of data. A data scientist is typically responsible for gathering, cleaning, and analyzing data; developing and implementing data science algorithms; and creating visualizations to communicate the results. A successful data scientist also has an understanding of business goals and processes, in order to ensure data science solutions provide practical and measurable business value.