There are a few ways to do a 2-3 day data science problem: 1. Random plug and chug / datarobot 2. Copy someone else 3. Expert feature engineering 4. Overly-doc

There are a few ways to do a 2-3 day data science problem: 1. Random plug and chug / datarobot 2. Copy someone else 3. Expert feature engineering 4. Overly-documented EDA I don’t think any of this is relevant, but maybe it gives some indication that they can do anything at all. However, most good DS will pass because they‘ve been burned too many times by companies just looking for free help on a problem. If you’re a DS, don’t ever work on a company-relevant problem for free.