Your company manages a Google Cloud Platform project that leverages BigQuery for its data warehousing needs. Given that your data science team's composition is dynamic and comprises a small number of members, you need to ensure that these team members can execute queries. To achieve this, you want to adhere to Google's recommended best practices for access control and security. What steps should you take to enable query execution for the data science team while following Google's guidelines?