Data Analytics: Scope and future ahead

Data Analytics: Scope and future ahead

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Shikha
Shikha Goyal
Assistant Manager
Updated on Jan 12, 2024 16:38 IST

Data analytics is one of the most buzzing terminologies. In layman's terms, data analytics takes raw data and turns it into useful or meaningful information. Aspiring for a career in Data Analytics? Read the article below to know about the future of Data Analytics, eligibility, courses, syllabus, job profiles, and payscale.

Data Analytics

 

What is Data Analytics, what is its scope in the future, ways to use data analytics, its importance, benefits, etc. types of questions trigger in the mind. Candidates who are aspiring for a career in data analytics and also want answers to the above questions can read the article below to know about the future of data analytics, eligibility, courses, syllabus, job profiles, and payscale.

Data analytics can be defined as a process of examining data sets with the help of various software or specialized systems to draw conclusions from it. Nowadays, data analytics has become one of the most crucial parts of commercial industries. Data analytics enables organizations to take more-informed business decisions based on scientific data and research.

Data analytics helps improve a company’s operational efficiency and customer service, gain a competitive edge and increase revenues tools. It helps the research and development team of an organization in approving or rejecting scientific models, theories, and hypotheses. Data Analytics tools use historical or real-time data to process and draw results.

Data analytics methodologies include exploratory data analysis (EDA) and confirmatory data analysis (CDA). EDA aims to find patterns and relationships in a given data, whereas CDA examines the authenticity of hypotheses about a data set.

There are different forms of data analysis like quantitative data analysis, qualitative data analysis, data mining, predictive analytics, and machine learning.

After completing a data analytics course one can get jobs like data engineer, data scientist, data architect, database administrator and data analyst with a starting salary of INR 4 lakh or more.

Data Analytics: Eligibility Criteria

Other than certification or diploma courses, Data Analytics is also available at the postgraduate level as a stream of specialization in Computer Science and Management.Candidates who are aspiring must earn a bachelor's degree, ideally in statistics or information technology, with at least 60% overall or an equivalent grade point average (CGPA). 
Also, to become a data analyst, candidates must hold a degree in Economics, Statistics, Computer Science or Mathematics. 
Also, candidates who are aspiring should have a minimum of three to four years of professional experience in data mining because data analysts need to have both the necessary knowledge and practical expertise in the field.

Required Skillset for Data Analytics

Strong analytical and numerical skills are must for a good data analytics professional. Other than that, one needs to have a thorough understanding of computer software(s) like Querying Language (SQL, Hive, Pig), scripting Language (Python, Matlab), Statistical Language (R, SAS, SPSS), and Excel. Data analytics professionals must also possess good interpretive and problem-solving skills to explain the process of data analysis and its outcome.

Data Analytics Courses

One can pursue Data Analytics at UG, PG and doctorate levels. Most popular Data Analytics courses are mentioned below:

PG courses

UG Courses

MBA/PGDM

BE/BTech

MSc/MCA/MTech

BSc

Data Analytics Syllabus

A data analytics course consists of the following topics:

Syllabus of Data Analytics

Data Structures and Algorithms

Probability and Statistics

Relational Database Management Systems

Business Fundamentals

Text Analytics

Data Collection

Data Visualization

Statistical Analysis

Forecasting Analytics

Simulation

Machine Learning

Optimization

Marketing Analytics

Pricing Analytics

Social Network Analysis

Retail Analytics

Customer Analytics

Supply Chain Analytics

Data Analytics: Job Profiles

  • Data Scientist
  • Data Architect
  • Data Engineer
  • Data Analyst
  • Statistician
  • Database Administrator

Data Analytics: Top Companies

Data Analysts are the most sought after skilled professionals in the current world, not only in the Information Technology industry but also in Finance, Insurance, Banking, Marketing & Sales, Consumer Goods, Electronics, and Heavy Industries.

Companies Hiring Data Analytics Graduates

Google

MachinePulse

The Smart Cube

Fractal

Amazon

Novartis

Fractal Analytics

JP Morgan Chase

Capital One

RBS

ICICI Bank

Flipkart

Kotak Mahindra

Accenture Consulting

KPMG

Yahoo

Twitter

Tumblr

Tredence

Cartesian Consulting

Quantium Analytics

Deloitte

HSBC

Credit Suisse

Barclays

Axis Bank

E-bay

Expedia

AT Kearney

CRISIL

Microsoft

LinkedIn

Mu Sigma

BRIDGEi2i

Flytxt

Tata iQ

Citi Bank

Deutsche Bank

Nomura

HDFC Bank

Yes Bank

Snapdeal

Make My Trip

E&Y

Walmart Labs

Facebook

Instagram

ZS Associates

Brillio

Bank of America

 

Read more:

MBA in Data Analytics - Career as an MBA Data Analytics in India
Big Data Analytics-The way ahead
Career in Big Data Analytics

FAQs Regarding Data Analytics

Q. What are data analytics used for?

A. Data analytics is the science of analyzing raw data in order to make conclusions about that information.

Q. Is Data Analytics a good career?

A. Presently, skilled data analysts are some of the most sought-after professionals in the world.

Q. What is data analytics for beginners?

A. In the beginning of a Data Analytics course, candidates will be given insights into how to apply data and analytics principles in business, data visualisation and data science methodologies.

Q. How much is a data analyst paid?

A. According to reports it is estimated that the average entry-level business/data analyst salary for someone with up to two years of experience and a bachelor's degree is 5-10 LPA.

Q. Do data analyst code?

A. Data analysts don't need to have advanced coding skills but have experience with analytics software, data visualisation software, and data management programmes.

Q. How do I become a data analyst?

A. To become a data analyst, you must first earn a Bachelor's degree, which is a requirement for most of the entry-level data analyst positions. The relevant disciplines include Finance, Economics, Mathematics, Statistics, Computer Science, and Information Management.

Q. Do data analysts need to be good at math?

A. As a data analyst, candidates should have a good grasp of mathematics, and you should be able to solve common business problems.

Q. Is it hard to be a data analyst?

A. The transition to becoming a Data Scientist is not very difficult for Data Analysts since they already have some relevant skills.

Q. What skills does a data analyst need?

A. Data Analysts require skills such as Structured Query Language (SQL), Microsoft Excel, Critical Thinking, R or Python–Statistical Programming, Data Visualisation, Presentation Skills, Machine Learning, etc.

Q. Is Excel a data analysis tool?

A. The Analysis Tool – Pak is an Excel add-in program that provides data analysis tools for financial, statistical and engineering data analysis

About the Author
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Shikha Goyal
Assistant Manager

Shikha Goyal is an author with expertise in various domains, especially engineering. She has postgraduate degrees in Mathematics as well as Mass Communication and Journalism. She has devoted her life to helping stud... Read Full Bio

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Reply to GRACE

Hi, I am a Graphic Designer and well versed with graphic tools like Photoshop, Corel, Dreamweaver, HTML, CSS etc. however I have interest in research and analysis and problem solving tasks. Is this course suitable for me? How do I go about?

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Sir i am M.Sc(mathematics) what can do get the job as data analyst

Reply to Sripada Brahmachary

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SANDRA SAJU

2 years ago

Sir, I'm a BA Economics graduate and I want to become a data analyst. Can you tell me which course I need to study to become a data analyst.

Reply to SANDRA SAJU