Salesforce admins commonly make mistakes around data management including not cleaning data before and after imports, not planning for duplicate records, and having overly permissive field level security. Other common mistakes include having too many custom profiles, not managing change effectively through communication and planning, and not understanding users' needs by failing to ask questions and validate requirements.