The Role of a Data Scientist in a Small Organization

In a small organization, the role of a data scientist is not just about training models, but about converting data into business value using data science techniques. The data scientist needs to have a working knowledge of the entire machine learning workflow, including data infrastructure, feature engineering, training models, deploying models, and monitoring their impact. The advantage of being a data scientist in a small organization is that you can have a broader and hands-on experience, working on various tasks and roles across the entire workflow. This allows you to gain a deeper understanding of different components and be involved in the end-to-end process of data science.