I applied online. The process took 2 months. I interviewed at Meta
Interview
The interview consisted of 5 rounds, and it took me 2.5 months for the entire process.
1. Technical screening: SQL + Product Sense
2. Analytical Reasoning
3. Analytical Execution
4. Technical skills
5. Behavioral
Interview questions [1]
Question 1
1. Launch, not launch a feature
2. Experimentation and A/B testing
3. Opportunity Sizing
4. two tailed Z test
Behavioural, two technicals then offer. Mainly focus on statistical inference principles, fit is important too, SQL and python mandatory and are heavily tested. Referrals help, resume screens are sometimes tough to get.
Machine learning interview - tell me how to design ml model for user attribution model and had to go through north star metrics for them. And then they kept asking for follow up questions