What Does A Data Scientist Actually Do?
by Tara Z. Growth Hacker @ TalentedgeWe
are generating large volumes of data every day and every second. These data contain
invaluable information which are not necessarily visible to the layperson’s
eye. Data science enables us to unearth these hidden insights such as trends, correlations,
patterns, etc. from the scattered, unstructured and seemingly unrelated data. These
could be insights about markets, customers, human resources, costs, accounts,
etc. and they enable businesses to revolutionize the way they function.
Data
scientist: Important roles and responsibilities
Data preparation,
pre-processing, cleaning and wrangling: As discussed earlier,
raw data is scattered, unstructured and unusable in that form. So, data
scientists must prepare, clean, pre-process and wrangle the raw data that is collected
from different sources. It is only after doing this and validating the data for
accuracy, consistency and completeness that data scientists can go on to process
and mine the data.
Data modeling
and mining: Data scientists are responsible for design models and
algorithms and apply them to mine the data for useful insights. They also conduct
exploratory tests on the data and ask questions to the data so as to solve organizational
problems.
Analyzing
data: Data scientists analyze the structured big data to
unearth patterns, trends and other useful, actionable insights.
Data-driven
problem-solving and strategy: They play a major role in solving problems
faced by organizations as mentioned earlier. They use the insights from the
data to find solutions, opportunities, etc. and accordingly, advising on strategy
to follow.
Visualize
and effectively communicate insights and technical reports to
different stakeholders, technical and non-technical, in a compelling and holistic
manner.
Find
ways to improve the quality of data, models, insights, etc.
Popularity
of data science profession
There
is a growing demand for skilled and experienced data scientists and currently 2.3
million data specialists are required. Due to the large skill gap, those with
the skills and knowledge get paid opulent salaries. Even an entry-level data
scientist earns around Rs. 6,00,000 p.a. while senior and experienced data
scientists earn over Rs. 20,00,000 p.a.
How
to be a data scientist?
If
you want to enter this challenging yet lucrative field, you must enroll
yourself in one of the best data
scientist courses in India from a top-notch educational institution. Such a
course will equip you with the requisite knowledge, data science skills, necessary
tools and techniques and the ability to practically apply these.
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Created on Jan 30th 2019 00:30. Viewed 475 times.