Interview Stages

Round 1: ML Design

• Process: 45-minute technical round.
• Topics: ML fundamentals within a design framework (multimodal embeddings, complexity, model optimization, loss functions, metrics).
• Focus: Depth of ML knowledge and application in design context.

Round 2: Behavioral Questions

• Process: 30-minute dedicated behavioral round.
• Topics: Standard behavioral questions (shared previously).
• Focus: Alignment with team culture and problem-solving approach.

Round 3: Project Deep Dive

• Process: 45-minute technical round.
• Topics: Detailed discussion on past projects.
• Focus: Technical depth, project impact, and problem-solving methodology.