I'm trying to add an Amazon S3 data source but I'm getting an error "Failed to fetch the buckets. Reason: Access Denied"

Our dev team only granted me access to a certain path and not the entire bucket, so could that be the reason why I'm failing to add it? Do I need full access to the entire bucket?