OpenAI Data Scientist Interview Experience — Free-Trial Take-home and Four Final Interview Rounds

Take-home assignment + live review
take home assignment related to free trial
Explore the data, identify key insights, and make recommendations.
Deliver a polished and concise slide deck.
This is followed by a 1-hour live interview:
20–25 minutes: take home discussion
20–25 minutes: hands on sql
10 minutes: python debug
Hiring Manager Interview
1 hour project deep dive with the hiring manager
Onsite Interview
The final stage consists of four interview rounds:
Leadership: Leadership experience, decision-making, ownership, and influence
Cross-functional: Collab with pm
Statistics: stat concept rapid fire
Analytics: Analytical problem-solving, metrics, product insights