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What skills do Google and Facebook look for in a data scientist?

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You would need a broad range of knowledge in various fields. See the below listings. 

Technical Skills: Algorithm in a Procedural Programming Language, Advance SQL, Understanding of large datasets by software systems. 

Math Skills: Statistics, probability, and combinatorics.

Analysis reasoning skills: An ability to make an investigative path, ability to frame problems, and coherent understanding which leads to answers. 

Knowledge about the product: An approach to the product in terms of business, user-interaction objectives. One’s ability to determine the success of the product. 

Communication skills: One’s ability to communicate in an organized and structured way. You should be able to express your abilities clearly. 

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