Employees would most recommend Dataiku, StreamSets, 1010 Data, Reltio, Looker, SAP, Google, Salesforce, Tamr, DataRobot, Domo, Microsoft, Qubole, Attivio and Informatica to friends interested in working for business analytics, data science and machine learning, big data systems and platforms, or data management and integration company in 2018. These 15 companies are the highest rated in their fields of expertise as defined by Computer Reseller News as of today, Friday, May 11th. Nine out of 10 employees of these top 15 companies would recommend the company they work for to a friend.

Forbes readers’ most common requests center on who the best companies are to work for in analytics, big data, data management, data science and machine learning. The latest Computer Reseller News’ 2018 Big Data 100 list of companies is used to complete the analysis as it is an impartial, independent list aggregated based on CRN’s analysis and perspectives of the market. Using the CRN list as a foundation, the following analysis captures the best companies in their respective areas today.

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