I have been actively applying for DS positions and as this will be my first job after a long time. I am not sure what to expect. I searched on google but, looking to hear from peoples experience and interviewer pov.
Thank you in advance for your time.
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They can vary but usually around 6 interviews. A lot are throwing 7-8 rounds into the process.
The term DS means something completely different for every company. Sometimes you are just an analyst sometimes they want a SWE.
You will be asked Stat questions typically around Probability with all understanding assumptions around Regression Models.
You will be asked a lot around M/L and the process for setting up a M/L model and what assumptions need to be made when using whatever model you select. Make sure to know what models companies are using a select that model for your example.
The rest will be around how you manage stakeholders expectations.