Data scientists typically build scalable, re-usable data science products, usually containing statistical or machine learning algorithms, in collaboration with data engineers and software/solution engineers. As part of their work, data scientists will also carry out analyses to yield actionable business insights and to inform their statistical or machine learning approaches