I applied on Linkedin, and the recruiter reached out and scheduled a phone screen about 2-3 weeks after I submitted the application. The rest of the process took about 4 weeks and consists of HM screen (intro and background, management capability, etc.), tech screen (2 Python questions about pandas and 1 easy-intermediate SQL question), data science exercise (take-home assignment), and the final round where I had to present the data science exercise to a panel of 6, followed by three 1:1s with Data Science, User Research, and Product. The recruiter and the hiring manager were very accommodating and proactive in their comms. Every interviewer I talked to was really nice, and they really made the interviews less stressful than it should be. The data science exercise could take a long time so I would plan accordingly especially if you have to balance between this and a full-time job.