Does tourist visit of 2 or 3 days leisure purpose require visa to enter Hong Kong?

I am a holder of Philippine passport and working in Qatar. I plan to have 2 or 3 days visit to Hong Kong for leisure purpose then return back to Qatar. Do I need to apply for visa to Hong Kong?