Career switch to Data Analytics

As a SWE having 5yoe in Java I find myself absolutely bored and done with this profile currently preparing to switch to Data Analytics domain and try to build my tech stack from there. I wanna ask how many of you successfully transitioned and what tips would you offer. Also query to managers who are interviewing such roles what are your expectations and suggestions. Any advice to help me is welcome