The interview process consisted of four stages over approximately two months: 1. Initial HR interview - a short screening call to discuss background and motivation. 2. Panel interview - a more in-depth conversation with the hiring manager and another senior manager. 3. Case study interview - a take-home assignment followed by a presentation and discussion with three senior leaders. 4. Final coffee chat - an informal conversation with an independent technical expert to assess fit and expertise.