Ideally you are not building a Google search engine while employed as a data scientist.<p>You&#x27;re hitting on No True Scotsman in the sense that real Data Scientists must be programming experts. Granted, a strong focus in linear algebra and algorithms makes life easier, but keep in mind that many, many Data Analysts in Fortune 500 companies use Excel as their primary tool.