There are very few available records of time-varying gravity on the sea-floor. Roughly one year of continuous data were recorded in the North Sea at a depth of about 300 m by a sea-water conditioned Scintrex gravimeter. Sea-bottom pressure changes were also recorded in parallel. From these data, we show a comparison of the noise level of the sea-floor gravimeter with respect to standard continental relative gravimeters. We also compare the analyzed gravity records with the predicted solid and oceanic tides as well as with the oceanic response to atmospheric pressure changes. The joint analysis of surface pressure and sea-floor gravity data enables to check the transfer function of the oceans and the validity of the classical static inverted-barometer response.