How Much Math Do You Need In Data Science Reddit Data Science: An Exciting Career Option

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Data Science: An Exciting Career Option

Data science is a multidisciplinary approach to extracting valuable insights from Big Data. These insights help an organization improve its operations and make efficient and intelligent decisions. It makes use of techniques such as machine learning, cluster analysis, data mining, visualization and uses the field of mathematics and statistics.

Why Data Science?

With each passing day, the amount of Big Data is increasing, resulting in the requirement of managing and processing this Big Data and data science gains its importance from this requirement. With 2.5 quintillion bytes produced every day, the ability to organize this pool provides an added advantage. Companies like Google, Facebook, Microsoft are looking for experts, increasing job offers in the field. The influence of data science is in all major industries like healthcare, finance, retail, chemical, agriculture, media etc.

Skills required

Data scientist requires mastery of certain skills to excel in the field. These include R programming, Python coding, Hadoop platform, SQL database/coding, machine learning. In addition to these technical skills, the data scientist needs some soft skills: analytical ability, exceptional communication skills, visualization and presentation skills, teamwork ability, strategic ability, problem solving skills.

Job titles offered by Data Science

Some distinguished job titles offered by Data Science are:

– Data scientist

The role of a data scientist is to manage raw data using appropriate techniques. They are required to be proficient in R, SAS, Python, SQL, MATLAB, Hive, Pig, Spark programming language. Data scientists are experts in distributed computing, predictive modeling, mathematics, and machine learning. Data scientists are employed by Adobe, Google and Microsoft.

– Engineer

Their role is to develop, build, test, and maintain architecture (such as databases and large-scale processing systems). Data engineers are experts in database systems (SQL-based and NoSQL), modeling and storage solutions. They are employed by Facebook, Amazon and Spotify.

-Architect

They create blueprints for a data management system to integrate, centralize, secure, and maintain data sources. They are experts in data warehousing solutions, deep knowledge of database architecture, data modeling, system development, extraction transformation. They are hired by VISA, Logitech.

– Administrator

They ensure that the database is available to all relevant users, functions properly and remains secure. They specialize in data modeling and design, distributed computing, database systems (SQL-based and NoSQL), security and business knowledge. They are employed by Twitter, Reddit.

What does data science as a career offer?

Being the “sexiest job of the 21st century”, data science promises a brilliant career for its professionals. A Glassdoor report says data scientist leads the top job in America with an average salary of $116,000 and 1,736 data scientist job openings. It offers a career full of success and admiration.

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