Common challenges in managing a data science team
Managing a data science team can be a complex task, especially for those new to the field. Data science is a multidisciplinary field that requires a unique blend of skills, and managing such a team can present several challenges. Let’s explore some of these challenges and how to overcome them.
Challenge 1 – recruiting and retaining top talent
As we discussed in the previous chapter, hiring and retaining a talented team is the foundation for addressing all the challenges a data science team might encounter.
To quote Google’s Chief Decision Scientist, Cassie Kozyrkov, “Finding and keeping skilled data scientists is a major challenge due to high demand and competition.”
A robust onboarding process is also key to setting new hires up for success by orienting them to the company’s tools, processes, and culture.
Overcoming the challenge
There are several approaches you can take to...
