The selection process for this position comprised four comprehensive stages: Stage 1: Technical Assessment A one-on-one technical interview to evaluate core competencies and problem-solving abilities. Stage 2: Take-Home Assignment A practical coding task designed to assess technical skills, code quality, and approach to real-world problems. Stage 3: Live Coding Session A collaborative session with two senior engineers to extend the take-home assignment with additional features, demonstrating real-time problem-solving and communication skills. Stage 4: Leadership Interview A behavioral interview with the Managing Director to assess cultural fit, leadership potential, and alignment with organizational values. This multi-stage approach ensured a thorough evaluation of both technical capabilities and cultural alignment with the company's standards and expectations.