### Interview Rounds Overview - Round 1: HR Screen - Round 2: Coding and ML/LLM Technical - Round 3: ML Modeling / LLM Deep Dive & Work Experience Deep Dive

The recruiter reached out via LinkedIn regarding a Machine Learning IC role at the director level. The initial screen involved behavioral questions and discussions about ML system development.

The phone screen consisted of 10 questions on CodeSignal: 6 multiple choice, 1 fill-in-the-blank, 1 general coding question, and 2 ML coding questions.

### Interview Rounds Overview - Round 1: Senior Engineer Interview - Round 2: Hiring Manager Interview

I had a technical phone screen consisting of three related coding problems involving parsing and manipulating LLM output and matching it against given sources.

### Interview Rounds Overview - Round 1: HR Screening - Round 2: Technical Discussion

I completed an online assessment with questions on GCP, REST API, and Kubernetes after a brief HR phone screen.

### Interview Rounds Overview - Round 1: Coding - Round 2: ML System Design - Round 3: ML System Design - Round 4: AI Coding

### Interview Rounds Overview - Round 1: Coding - Round 2: Hiring Manager