Folks who are working in top pbc as Data scientist/ML Engineer or similar roles.

I have recently joined an org as Sr. AI engineer (3.3 yoe). I am planning to start preparing for top pbc.
I have good knowledge and projects on Core ML, stats, NLP, Neural Networks. And Genai. Including cloud deployments (Azure and AWS). What else do I need ?.
I have 1 year to prepare. TIA

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PBC usually prefer candidates with good Sql and Python coding abilities. A/B testing is another one of their top priorities.
Along with this you should be good with concepts of stats - their real world application.
Good conceptual understanding of various ML algorithms, their mathematical working in background

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