10,000 AED is a mid-range salary in Dubai. For a single person sharing accommodation, you can save 3,000-4,000 AED/month. For a family of 3, it's very tight — rent alone consumes 40-60% of income.
The key is accommodation strategy. Employer-provided housing makes 10,000 AED work for families. Without it, a single worker can still save meaningfully by living in Deira, Bur Dubai, or Sharjah and commuting.