Business intelligence analysts often work with data visualization tools like Tableau, Power BI, or Looker that require minimal coding. While coding might not be a strict requirement, having a basic understanding of SQL (Structured Query Language) can be advantageous for querying databases and performing data transformations. Some BI analysts with more technical roles might use programming languages like Python or R for advanced analysis and automation, but extensive coding skills are not always necessary for the role.