Vague descriptions like "fast-paced environment" often mask dysfunction. Extremely long requirement lists suggest they don't know what they want.
Watch for high turnover signals: constantly open positions, Glassdoor complaints about management. The best firms have clear role definitions and strong retention. Ask about average tenure in interviews.