After spending the last 10 years recruiting data scientists for companies ranging from small startups to Fortune 100 businesses, I have been able to see a wide range of preferences emphasized by different hiring managers across the country.After spending the last 10 years recruiting data scientists for companies ranging from small startups to Fortune 100 businesses, I have been able to see a wide range of preferences emphasized by different hiring managers across the country.After spending the last 10 years recruiting data scientists for companies ranging from small startups to Fortune 100 businesses, I have been able to see a wide range of preferences emphasized by different hiring managers across the country.