When it comes to big data and data management, fundamental knowledge of and work experience with relevant algorithms, techniques, big data platforms, and approaches is essential. Ultimately, effective interviewing and hiring is as much of an art as it is a science.īig Data Algorithms, Techniques, and Approaches Bear in mind, though, that not every “A” candidate will be able to answer them all, nor does answering them all guarantee an “A” candidate.
This guide highlights questions related to key concepts, paradigms, and technologies in which a big data expert can be expected to have proficiency. Big Data Technologies: Geared primarily toward software engineers.Big Data Algorithms, Techniques, and Approaches: Geared primarily toward data scientists and statisticians.This guide is therefore divided at a high level into two sections: Rather, one will most likely be searching for multiple individuals with specific sub-areas of expertise. Finding a single individual knowledgeable in the entire breadth of this domain versus say a Microsoft Azure expert is therefore extremely unlikely and rare. Big Data is an extremely broad domain, typically addressed by a hybrid team of data scientists, data analysts, software engineers, and statisticians.
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