These questions are tailored to the Senior Full-stack React Developer role at Lemon.io, based on the required skills and experience level.
Cover problem definition, data collection, feature engineering, model selection, evaluation, and deployment.
Discuss model drift, retraining strategies, and the importance of monitoring deployed models.
Share specific techniques you've used and how they improved model performance.
Discuss data visualization, storytelling with data, and tailoring presentations to your audience.
Discuss your design process, trade-offs you consider, and how you communicate decisions to the team.
Share examples of driving alignment, managing dependencies, and delivering results.
Name specific services (EC2, S3, Lambda, RDS, etc.) and discuss trade-offs in your architecture.
Discuss Go's strengths: simplicity, concurrency with goroutines, fast compilation, and static typing.
Discuss Spring Boot, Maven/Gradle, JVM tuning, and your preferred patterns.
Focus on prioritization, communication, and what you delivered despite the constraints.
Key tips specific to data science interviews and remote interview etiquette.