The complete process : 1. HR Call (30min) 2. Product Interview (60min) w/ Product Lead 3a. Study case homework (4h) 3b. Study case restitution (60min) w/ Product Lead + CS Lead 4. Final Interview (30min) w/ VP Product I applied on April 17th and received a positive response by May 14th. The entire process was both fast and smooth, characterized by a straightforward yet friendly approach. Although some segments were in French, most of the interview process was conducted in English, even though the position is located in Paris. From the outset, expectations for each phase were clearly communicated, which I appreciated. The case study was particularly well-designed—sufficiently detailed to provide insight into upcoming challenges without being overly time-consuming. Most notably, the team provided constructive feedback throughout, which I found extremely valuable and professional.