BigTechData Blog
Interview prep articles and industry insights for data scientist, data engineer, and machine learning roles.
Big Tech Data Scientist Interviews are Becoming AI Native
An overview of how technical data scientist interviews at Big Tech companies are evolving to assess AI competency.
Experimentation with Network Effects
How data scientists design cluster-based experiments for products that are subject to strong network effects
Product Growth Fundamentals for Data Scientists
How data scientists measure the full product growth funnel from awareness, consideration, conversion, activation, engagement, retention, resurrection, and virality.
An Overview of Data Scientist Archetypes in the AI Era
How the data scientist role is evolving with the advent of AI tooling at big tech companies.
Big Tech Data Scientist Interviews are Becoming AI Native
An overview of how technical data scientist interviews at Big Tech companies are evolving to assess AI competency.
Get interview tips in your inbox
Weekly guides on SQL, Python, ML, and behavioral interviews at top tech companies.