Why every company needs citizen data scientists

The emergence of citizen data scientists (CDSs) is an evolving response to the growing demand for data analytics in the face of a shortage of specialized data scientists. Unlike traditional data scientists, CDSs often come from various business sectors and utilize automated machine learning tools to perform advanced analytics without requiring extensive backgrounds in statistics or mathematics. This role bridges the gap between business needs and data science, offering cost-effective solutions by leveraging their business acumen and analytical skills to extract insights from data. While CDSs can handle tasks like exploratory analysis and data visualization, they depend on prepackaged software tools, which may limit their ability to tackle complex data science problems that require deep expertise. Organizations can maximize the benefits of CDSs by providing a supportive environment for their growth, facilitating collaboration with data scientists, and offering training in relevant skills, ensuring that they are well-equipped to contribute effectively to the data science process.