Is there a shuttle bus from airport to Hilton Qingdao Golden Beach Hotel?

No, there isn’t direct bus to get there. But you can take bus line 2 to Sifang long-distance bus station and then walk about 200m to take bus line 8 to Haiyun Jiayuan. Then walk about 800m, you can get to the hotel. It takes about 2 hours. If you choose to take a taxi, it takes about 1 hour and the fare is around CNY 150.