I applied through a recruiter. The process took 4 months. I interviewed at Sanofi in Jan 2020
Interview
Long process, continuously adding people to meet with. They want to be thorough and it is clear that 'fit' is one of the most aspects of the decision process. You are interviewing them as much as they are interviewing you. It is also a flavor for the culture.