as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
specify technical skills that are required for data scientist role.
user
data scientists should be well-versed in programming languages such as python, r, and/or sql. they should also have expertise in technologies such as apache hadoop and/or spark for data manipulation, storage, and analysis. additionally, data scientists should have expertise in machine learning and ai technologies such as deep learning, natural language processing, and computer vision. finally, data scientists should be comfortable with the various data visualization and reporting tools available.
assistant