Data Analyst Qualifications: Courses, Qualifications, Data Analyst Skills Required, 2023

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Ahana Bhaduri

Senior Content Specialist | Updated on - Dec 3, 2024

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With the growth in Technology, the demand for Data Analysts has seen considerable growth in the recent past. There are multiple opportunities for Data Analysts in both the private as well as public sectors. In order to become a Data Analyst candidates are required to pursue Diploma, Undergraduate or Postgraduate Data ScienceMathematics, and Data Analytics courses. Discussed below are the courses one can pursue in order to become a successful data analyst and how an advanced degree can boost the career. 

The average salary of a Data Analyst in India is INR 3.25 LPA - 4 LPA. However factors such as experience, qualifications, and skills help candidates advance and excel themselves amongst their peers and make a lucrative package of INR 7.55 LPA - 9 LPA. Read More: Salary of a Data Analyst

Data Analyst Qualifications

Qualifications form an essential part of building a rock-solid foundation for any career. The more a candidate is qualified the more the chances of them getting hired across top companies along with a handsome pay package. In order to become a Data Analyst, candidates can choose to pursue undergraduate or postgraduate degrees across various disciplines such as Economics, Statistics, Data Science, and Computer Science. 

Discussed below are some of the major subjects that can be pursued along with other associated prerequisites for your reference.

  • Data Science - Data Science deals with providing knowledge of Computer Science, Mathematics or Statistics. This course helps candidates study large volumes of data using modern tools and techniques. There are various courses like B.Sc in Data Science and Engineering, B.Tech in Data Science, PG Diploma in Data Science and many more that can be taken up in order to pursue a career as a Data Analyst. There are several courses for data science available online as well such as 
    • Data Science Specialization - JHU @ Courses
    • Introduction to Data Science- MEtis
    • Applied Data Science with Python specialization - UMich 
    • Dataquest
    • Statistics and Data Science Micromasters - MIT @ edX
  • Computer Science - This subject focuses on and emphasizes the development of statistical and analytical skills. There are various programs offered by colleges and universities to pursue a program in Computer science. This program will help candidates understand the knowledge of artificial intelligence concepts, algorithm designs, programming language etc. Some of the top courses are B.Sc in Computer Science, BE in Computer Science, B.Tech in Computer science engineering, M.sc in Computer science and technology etc. 

There are various online certifications as well for computer science such as 

  •  Introduction to computer science and programming
  • Computer Science for Web Programming
  • Artificial Intelligence
  • Deep Learning Specialization by Coursera
  • Understanding Computer systems by Future Learn
  • Economics - A degree in Economics is very helpful for candidates who are aiming to become a Data Analyst or Business Analyst. Economists usually work with large volumes of data and analyze them for better decision-making. There are several courses available such as BA in Business Economics, B.Com in Applied Economics, B.com in Business Economics, M.Sc in Financial Economics and Administration, MA Economics, etc. 
  • Management Information System (MIS) -This course will help candidates understand the work of the databases. This will be very helpful for the candidates who want to work as a Data Analyst. This course includes topics such as database design, data management, business theory etc. This program will help the candidate to specialize in data analytics, business intelligence or data management. 

Data Analytics requires special attention on topics like statistics, calculus and linear algebra along with computer science. 

Data Analyst Skills Required

Apart from the various educational qualifications there are ample number of skills required for candidates aspiring to become a Data Analyst. Some of the top skills for becoming a Data Analyst are tabulated below for your reference. 

SQL Language Statistical Programming Knowledge Machine Learning Skills
Data Management Skills Econometrics Probability and Statistics Knowledge

Data Analyst Salary

The average salary of a Data Analyst ranges between INR 3.23 LPA - 4.25 LPA. However, with gradual experience, the average salary of a Data Analyst can go up to as much as INR 7.88 LPA - 13 LPA. Apart from that, there are several other determinant factors on which the salary of a Data Analyst depends such as skills, qualifications, the company they are associated with, residing city and others. Read More: Data Analyst Salary

Tabulated below is the average salary of a Data Analyst on the basis of their residing city for your reference. 

Name of the City Average Annual Salary (INR)
Delhi 6 L
Mumbai 9 L
Bangalore 11 L
Pune 5 L
Hyderabad 5.32 L
Kolkata 5.28 L

Data Analyst Qualifications: FAQs

Ques. Who is a Data Analyst?

Ans. Data Analysts are skilled professionals who analyze data based on different statistics which will help in better decision making and analyze the financial position of the company. 

Ques. What are the options after completing a course to become a Data Analyst?

Ans.  The career options after completing a course to become a Data Analyst are:

  • Financial Analyst
  • Data Analyst
  • Business executive
  • Business analyst

Ques. What is the salary of a Data Analyst after completing Masters?

Ans. After completion of master’s course, candidates will obviously get a higher pay than they got in undergraduate. The salary of a Data analyst after completing post-graduation is around INR 10 LPA. 

Ques. What are the Skills required to be a Data Analyst?

Ans. The main skills required to be a successful Data Analyst are listed below:

  • Knowledge of Microsoft office
  • Data Management Skills
  • Knowledge about Statistical Learning
  • SQL Language Knowledge

Ques. What are the certificate courses required to be a Data Analyst ?

Ans. The certificate courses required to be a Data Analyst are:

  • Data Science Specialization - JHU @ Coursers
  • Introduction to Data Science- MEtis
  • Applied Data Science with Python specialization - UMich 
  • Dataquest

Ques. What is the highest salary of a Data Analyst?

Ans. According to Glassdoor, The highest salary of a Data Analyst can go up to INR 30 LPA. 

Ques. How many semesters are there in MA Statistics?

Ans. MA Statistics is a 2-year postgraduate course divided into 4 semesters. 

Ques. What entrance should a Data Analyst take?

Ans. A Data Analyst must get into top colleges India appear for the following entrance exam such as:

  • . DUET
  • CUET
  • CUCET
  • VITEEE

Ques. Is Data Analyst a good job? 

Ans. Yes, a career as a data analyst is a very good choice for the one who wants to play with numbers as this career offers a high salary and other monetary benefits.

Ques. Does Data Analyst have a scope in the Government sector?

Ans. Yes,Data Analyst has a very wide scope in the government sector with a lot of vacancies released every year. Some of the major sectors where Data Analysts can choose to work under a public sector domain include, National Highway Authority of India, National Institute of Urban Affairs, Translational Health Science and Technology Institute etc. The average starting salary for each job ranges between INR 4.67 LPA - 7 LPA. 

Master of Technology [M.Tech] (Data Analytics) : 143 answered questions

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Ques. How good is M.Tech CS from ISI Kolkata?

● Top Answer By Tanujeet Dasgupta on 16 Mar 22

Ans. ISI Kolkata has a great M.Tech CS program in terms of academics and placements.  If you are from a Computer Science background, then you would have already studied most of the subjects covered in first year. During the second year, you will have the freedom to choose courses based on your interest. ISI is particularly reputed for Cryptography . But you can find other interesting thesis topics in Machine Learning, VLSI, Cognitive Science, Image Processing, etc . If your area of interest matches any of these, you will easily find a good research guide.  ISI is famous for Statistics, hence the name Indian Statistical Institute. So, ISI Kolkata M.Tech CS placement includes great Data Science profiles . You will have plenty of opportunities in the Data Science sector. But it’s hard to receive developer profiles through campus placements. Read more
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Ques. How is NIT GOA for MTech CSE in terms of placements, faculty and facilities?

● Top Answer By Pratyush Surana on 25 Aug 21

Ans. One of my friends studied at NIT Goa. According to him, In the recent placement drive of 2021, the students of NIT Goa were offered the highest packages compared to the placement drives of the previous years.  One of the students who completed the M.Tech course got a package that offered INR 14.3 LPA.  The companies that have made offers to the students this year are Siemens, Goldman Sachs, TCS, Samsung, Mphasis, Samsung, etc. In the department of CSE, out of the 27 eligible students, all 27 of them got placed, making their placement program a complete success.  Over 45 companies have visited NIT Goa in 2021 so far; surpassing the tally of the previous three years. If we talk about facilities, the labs have computers that are high end and run on Linux and Windows operating systems.  The internet connection provided, leaves no room for complaints. The campus is wifi enabled too. The faculty is helpful and cooperative. Categories M.Tech in CSE at NIT Goa Course Fee 2.01 lakh Highest CTC 8-9 LPA Average CTC 4.2 LPA Recruiting Companies Wipro, Infosys, TCS, IBM, etc. So it is suggested that if you want to opt for M.Tech in CSE from NIT Goa, you may go for it. As not only placements, but they also offer research facilities too. You will be able to publish research papers and work on your thesis and dissertation.Read more
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Ques. Which institute should I join for an MTech in computer science, ISI Kolkata or one of the IITs?

● Top Answer By Anuraag Gupta on 08 Jul 22

Ans. IITs offer better placements for MTech in Computer Science. ISI Kolkata offers fewer core Computer Science job profiles. Most opportunities offered at the institute are for M.Stat and MSQE students. But if you want a career as a Data Scientist, it will be a better choice. ISI Kolkata placements are the best in the country for analytics. However, the recruiting companies usually prefer M.Stat/MSQE students over M.Tech.  According to the recent placement highlights M.Tech CS students of ISI usually receive a median CTC of around INR 18.6 LPA.  In terms of research too, join ISI Kolkata, if you want to work on something related to analytics or big data, etc. If you want a traditional career path in CS, then IITs will be better. Read more
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Ques. How are the MTech placements of CSE in IIT Bombay?

● Top Answer By Sumit Bose on 23 Mar 23

Ans. The placement opportunities for MTech in Computer Science and Engineering (CSE) at IIT Bombay are excellent and rightly so.  IIT Bombay is one of the superior technology and Engineering institutes in the country. The placement procedure at IIT Bombay is extremely competitive, and recruiters from a wide range of industries and sectors visit the campus to recruit students. The majority of the MTech batch is placed in top companies in the technology sector. However, the placement scenario is subject to change every year. Some students even receive offers from startups and other emerging companies in the technology sector. The table below will give you a brief insight into the placement scenario of CSE at IIT Bombay. Company Sector CTC in LPA Gross Salary Rubrik SDE And R&D 45.85 36 Quadeye SDE And R&D 102.5 66 Qualcomm Core 28.5 15.5 Shell Core 22.5 16.5 Apple SDE And R&D 32 18 Graviton Research Capital LLP SDE And R&D 90 50   Please bear in mind that placement opportunities depend not on one but a multitude of factors like individual skills, knowledge, and experience, as well as market conditions and other factors. So to secure the best opportunities, students should work and inculcate skills that make them suitable for the best roles offered.Read more
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Ques. How good is M.Tech computer science at Indian Statistical Institute (ISI), Kolkata?

● Top Answer By Snigdhanjan Bose on 21 Mar 22

Ans. ISI Kolkata is a great option for pursuing an M.Tech in Computer Science.  You will have great opportunities in Data Science and R&D . If you plan on doing a Ph.D. in Cryptography, this is the best course within India.  ISI Kolkata M.Tech CSE placement profiles for 2020-21 included 19 Data Scientist profiles, 1 Machine Learning Software Engineering profile, and 3 consultant profiles.  As evident by the placement highlights, ISI Kolkata is a great option for Data Science job roles. But if you are interested in job roles like Software Engineer then joining IISc or IIT will be better.Read more
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Ques. How are the placements for an MTech in CSE at IIT Ropar (specifically in terms of package)?

● Top Answer By Akriti Banerjee on 11 Jul 23

Ans. It’s true that MTech in CSE has lesser scope and opportunities than BTech in CSE as companies are looking for freshers who can give it their all and work passionately. Also, the obsolete PG curriculum is responsible for the declining figures. IIT Ropar MTech in CSE placements have been tabulated below  Particulars CSM CS AI Placement Percentage 100% 83.33% Average Package INR 18.94 LPA INR 20.01 LPARead more
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Ques. Which one is better (this includes- placements, faculty, students, and course structures) for an MTech (ISM): IIITM Gwalior or IGDTUW?

● Top Answer By Dipankar Banerjee on 24 Aug 22

Ans. IIITM Gwalior is better for an MTech ISM. It has an active coding culture. Being an IT-oriented institute, it offers better technological exposure.  It has a good placement record. According to the highlights of IIITM Gwalior placements 2022, students received an average CTC of INR 16.85 LPA. The highest CTC offered was INR 59.27 LPA.  IIITM G is lenient regarding attendance and academic schedule. So, it’s easier to follow interests outside the course-work. Read more
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Ques. How is the placement of a M.tech CS like in ISI Kolkata?

● Top Answer By Shrayashee Ghose on 04 Sept 21

Ans. One of my friends is an alumnus of ISI Kolkata and here is his insight into the placements for MTech CS.  The job profiles offered by ISI are mostly from Data Analytics. You will not get many CS core jobs from the placement drive. Don’t expect companies such as Google, Amazon, Microsoft, etc.  As an M.Tech(CS) student, you will have a fair knowledge about IR, Pattern Recognition, Data Mining and you can easily get jobs at these visiting companies.  In the recent placement drive, the highest package offered was INR 25 to 28 LPA while the average was INR 10 to 12 LPA. ISI offers good job opportunities, but it is limited to a particular domain. Along with Data Analytics companies, few R&D centers like TCS Innovation, Infosys R&D, visit the placement drive.  Other than that you can apply for summer internships and if you perform well you will receive PPOs. But if you are expecting a job strictly related to your field after the compilation of your masters then don’t choose ISI. It is an excellent option if you want to do a Ph.D. or want a career in research. Read more
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Ques. How is the placement for an MTech in CSE at IIT Ropar?

● Top Answer By Devashish Khanna on 07 Jul 23

Ans. IIT Ropar Placements 2023 were recently concluded and recorded 80.85% placements for the B.Tech batch. IIT Ropar highest package was recorded at INR 55 LPA whereas the average package was recorded at INR 22.49 LPA for B.Tech.  A few top firms that visited IIT Ropar for placements included Goldman Sachs, Amazon, Infosys etc. IIT Ropar MTech CSE recorded an average package of INR 18.94 LPA in 2022 with 100% placements.Read more
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Ques. How good is the curriculum of M.Tech C.S. in ISI kolkata?

● Top Answer By Sayandeep Mukharjee on 22 Jun 22

Ans. M.Tech CS at ISI Kolkata isn’t just for CSE graduates. The student crowd includes students from all engineering streams. So, in the first year, ISI encourages students from non-CSE backgrounds to learn coding and study computer science courses. While CSE students are encouraged to take Mathematics courses such as Algebra, or Probability.  Second year course curriculum can seem a little boring for students with CS background. As the major chunk of the curriculum includes Algorithms, Networking, DBMS, etc. But you should use this opportunity to brush up on these subjects. You will also have the option to do research work, during the course tenure. Pursuing a research project can be really helpful if you are interested in doing a Ph.D. or an internship afterward.  In the second year, you will be allowed to choose a course of your choice. Try to take a subject that is relevant to your thesis work. The coursework in the third year can get extremely hectic, you will have to work on your thesis, start preparing for placement or PhD, and work on five subjects. Read more
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