Description

Data scientists analyse raw data using mathematical and statistical techniques and computer. This could involve filtering and processing data in order to arrive at an understanding of the data and draw conclusions and generating solutions.

Roles & Responsibilities

As a Data Scientist with 6-9 years of experience in India, here are some main responsibilities:

  • Analyze large datasets, develop statistical models, and apply machine learning algorithms to extract insights and solve complex business problems.
  • Create visually compelling dashboards and reports to communicate data-driven insights to stakeholders and decision-makers.
  • Design and implement advanced algorithms to enhance data processing, model training, and prediction accuracy.
  • Lead a team of data scientists, provide guidance on project execution, and mentor junior members to promote their professional growth.

Qualifications & Work Experience

Major educational qualifications required for Data Scientist are:

  • An MSc or PhD degree in applied maths or statistics.
  • Advanced training on machine learning as well as programming.
  • Experience with data visualization tools.
  • Experience using queries to data, as well as mathematical or statistical software.
  • Expert in the writing of algorithms and recognizing when to apply them.
  • A thorough understanding of multivariable calculus, statistics, as well as linear algebra.

Essential Skills For Data Scientist

1

Data Modeling

2

Natural Language Processing

3

Deep Learning

4

Statistical Analysis

5

Machine Learning

6

Python

Skills That Affect Data Scientist Salaries

Different skills can affect your salary. Below are the most popular skills and their effect on salary.

Data Modeling

6%

Natural Language Processing

42%

Deep Learning

52%

Statistical Analysis

3%

Machine Learning

5%

Python

2%

Career Prospects

Some Alternative job roles available for Data Scientist are:

  • Data Engineer: Designs, develops, and maintains the infrastructure for storing and processing large datasets.
  • Data Analyst: Analyzes and interprets data to extract meaningful insights and support data-driven decision-making.
  • Business Analyst: Analyzes business processes and requirements to identify opportunities for improvement and optimization using data analysis.

How to Learn

The role of a Data Scientist in India is experiencing significant growth in the market. According to a 10-year analysis, the demand for Data Scientists has been continuously increasing. As per the latest data points from Google, the projected growth of this position shows a promising future, with a surge in employment opportunities. The rapid advancements in technology and the increased emphasis on data-driven decision making across various industries contribute to this trend. With the rise of big data and the need to extract actionable insights, the demand for skilled Data Scientists is expected to rise even further in the coming years.