Synøve is affiliated with Kvale’s maritime and energy department. She has a Master of Laws degree from the University of Bergen and an LL.M. from the University of Queensland. As part of the Master's program, she went on an exchange to the Università degli Studi di Torino. In Italy and Australia, she took classes related to maritime law, technology, and international development.