This post contains my predictions for “Big Data”, “Data
Scientist” and “Data Science”. Rather than start each sentence with “in my
opinion” or “my best guess is”, I will state everything that follows as if it
were fact. Please argue with me if you disagree with any of it.
“Big
Data” has been a buzzword recently and is actually a useful term right now to
use when talking about advances made in technologies and methods for handling
and utilizing large data sets. Many business and others are leveraging statistical
analysis of large data sets for the first time. As data analytics advocates
across the world test their influence while navigating budget committees and
corner offices, they benefit from the memory-locking powers of talking points
and buzzwords. Since I am a fan of the growth
of data analytics I support any tool that helps spread its prevalence, including
buzzwords. Over time, however, as “Big Data Science” approaches the asymptote
of ubiquity, the term “Big Data” will be less useful as a buzzword. Another
problem for the term “Big Data” is that the size that a data set must be to
qualify as “Big Data” is temporally bound, always growing as a function of
time. Data storage hardware is analogous in this respect. We generally do not
refer to a piece of data storage hardware as “big”. Instead, we specify its
size when expressing its bigness. For these reasons the use of the term “Big
Data” will decline.
The
title “Data Scientist” is destining to befall a similar fate as the title “<fill-in-the-blank>
Architect”. With no universally accepted definition the continuum between an
Analyst and a Data Scientist will blur. The term will succumb to market pressures from
job seekers who will prefer a title that is perceived to have status and improve
career prospects. There are already positions posted for entry level “Jr. Data
Scientists”.
“Data
Science” itself is not going anywhere. As more and more data is available,
understanding that data is increasingly necessary for organizations to succeed.
Statisticians and data architects will be in increasing demand. People that can
bridge those skills will be more valuable still.
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