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

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Ahana Bhaduri

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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 Science, Mathematics, 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) : 144 answered questions

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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 are placements in IIIT-Bangalore for M.Tech (computer science)?

● Top Answer By Pratik Parikh on 09 Oct 23

Ans. The placement figures of IIIT Bangalore have always been promising.  Here are a few details on the 2023 placement stats for M.Tech CSE at IIIT Bangalore-  The highest CTC stood at INR 65 LPA, the average CTC stood at INR 24 LPA, and the median CTC stood at INR 20.7 LPA. 121 students out of a total of 144 were successfully placed. Top recruiters visited the campus for placements. This list includes- HP, Amazon, Microsoft, Adobe, Samsung, and Qualcomm, among other reputed names. Master’s students from CSE and ECE received higher study offers from reputed universities. The names of these universities are- IISc Bangalore, PennState, Texas A&M University, The Hong Kong University of Science and Technology, The University of Texas At Dallas, the University at Buffalo and the University of Twente. The placements for M.Tech are very good at IIIT Bangalore. You can consider this college for your higher studies.Read more
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Ques. What are statistics of BITS Pilani ME CS placements?

● Top Answer By Nishchay Bhalla on 28 Jun 23

Ans. BITS Pilani does not release course-wise placement statistics so the information I have mentioned is not from official resources but from someone who was in the previous batch.  As per him, all ME CS students get placed and around 3 to 4 students with better CGPA are chosen to sit in PS -2. BITS Pilani placement takes place in 2 semesters. In the second placement semester, students get excellent internship offers on the basis of their CGPA. Top recruiters who recruit ME CS students are Qualcomm, Cisco, Mathworks, Microsoft, and Amazon. Another friend who was in the 2020 batch claimed that almost 100% of the students were placed. The highest salary package offered was 50 LPA, while the average salary package offered was 20 LPA and the minimum salary package offered was 10 LPA. Top recruiter companies are Google, Amazon Sprinklr, Cisco, Samsung, Microsoft, and many others.  Overall, ME CS students need not worry about placements at all.Read more
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Ques. How is M.Tech in computer science at IIIT-Bangalore?

● Top Answer By Akriti Gupta on 10 Oct 23

Ans. I completed my M.Tech CSE from IIIT Bangalore a few years back. Based on my experience, here are some pros and cons of joining this course/college- Pros IIIT Bangalore sees a very diverse crowd. Students from various ethnic and academic backgrounds join the college each year. While some leave their jobs to pursue an M.Tech, others join right after their B.Tech. Some are very research-oriented and plan for a Ph.D. in the future.  The students are very serious about academics. But they are also very supportive of each other. The seniors are very supportive and friendly. The college alumni network is very strong. The faculty for M.Tech CSE is very dedicated and helpful.  The campus is neat, and Bangalore is just great for tech enthusiasts. Almost everyone is placed with a decent paycheck by the end of the course. Many students receive PPOs. Cons The campus is small, and the college isn’t very old. The fees are quite high. IIIT Bangalore ranks below top NITs and is comparatively less popular. The administration isn’t student-friendly. Final sem students are forced to stay in the hostel if they intern anywhere in Bangalore. This is inconvenient if one’s office is far off, considering Bangalore’s traffic. The hostel curfew timings aren’t very convenient. No one is allowed outside of the campus post 10 PM. In spite of some cons, IIIT Bangalore is a great choice for an M.Tech CSE.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 it that IIIT Bangalore has much better placements than the CSE department of most of the top 10 NITs and still the cutoff is 8500? I mean it has a median salary of 15.9LPA then why so?

● Top Answer By Sanjana Kapoor on 10 Oct 23

Ans. First, let us discuss some reasons for the high placement records of IIIT Bangalore CSE department- IIIT Bangalore does not believe in the system of mugging before an exam and filling out the answer sheets. The curriculum is updated every few years, and assignments and projects are an important part of all courses. Unlike the NITs, IIITB won’t make you study irrelevant subjects in your first year. You’ll study only the subjects relevant to your CSE degree from the beginning itself. You’ll learn basic CS in the first few semesters. The rest of the semesters will be utilized in teaching you advanced topics like ML, AI, CV, NLP, etc. Now the reasons for low cutoffs, despite high placements are- It is a public-private co-owned college. This is why its fees are much higher in comparison to NITs.  The admissions are completely merit-based. This increases the availability of seats.  There can be a huge rank difference between the second last admission, and the last admission. So one should not judge the merit of a college based on its cutoff ranks. IIITs are comparatively new in this race. Even then, they are growing at a tremendous speed.  IIITB offers limited courses. It offers iM.Tech instead of B.Tech.  These are the reasons why iM.Tech CSE cutoffs are so low at IIIT Bangalore, while their placement records are better than even top NITs.Read more
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Ques. What is the future of MTech artificial intelligence students in India Which is the best college for MTech artificial intelligence Is the University of Hyderabad good for MTech artificial intelligence?

● Top Answer By Swati Roy on 14 Oct 21

Ans. The future of M.Tech. in Artificial Intelligence in India is very bright and will take a little time to come into proper existence. After a few years, AI will be in the craze at the top level. AI is still in the growing or the initial phase. It is a huge field and is a wide area to explore. The important sub-fields of AI are Machine Learning, Neural Networks, Natural Language Processing, Deep Learning, and Computer Vision. These sub-fields are very large and will be trending in the market which will require skilled AI developers as they will be in more demand in the future. The parameters to judge a college varies from an individual to another and is therefore different for anywhere. IIIT Hyderabad or IISc Bangalore are good options for an M.Tech in AI. As they are the top institutes when it comes to pursuing M.Tech. in the Computer Science domain in India. They are doing some good research works and are not only interested in the theory work or the textbook. Rather they are focussing on the practical implementation.Read more
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Ques. Which is considered better for doing an MTech (CS): IISC, Bangalore or IIT, Bombay?

● Top Answer By Mayank Trivedi on 20 Mar 23

Ans. In my opinion, IISc Bangalore is a way better option than IIT Bombay mainly because it offers core engineering in computer science e.g. Linux Kernel Programming. It is true computer engineering. It helps you understand the science of Computer Engineering and develop a strong grasp of it. Any science be it Computer Science or any other is solely based on concepts and implementation of these concepts is quite difficult. An extensive knowledge of Computer Science doesn’t necessarily ensure great Computer engineering skills. But it’s true vice versa. So by going for IISC, one is surely choosing the path of excellence through the very foundation of Computer Science. IIT Bombay is a brand that is known nationwide whereas IISc is known globally mainly because of its focus on core and complex concepts in Computer Science. Moreover the quality and quality of papers submitted by IISc is much more than IIT Bombay and this already reflects how successful it is going to become in the future.Read more
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Ques. What is the average placement for CSE at IEM Kolkata ?

● Top Answer By Kasturi Chatterjee on 14 Aug 20

Ans. IEM Kolkatais known for its great placements. The Computer Science and Engineering department is one of the oldest departments in the Institute of Engineering and Management. Every year around 150 students in B.Tech (CSE) and 18 students in M.Tech (CSE) get admitted to the department. The college attracts very brilliant students because of the department reputation as well as the excellent placement records. IEM Kolkata B.Tech (C.S.E) provides around 95% Placements in 2020, with the highest salary packages 22 lacks, and lowest packages with 4 lakhs. For CSE, renowned companies such as TCS, Infosys, Wipro, Capgemini, IBM, Tech Mahindra, and so on come for picking up some talents. TCS, Wipro, and Infosys are the mass recruiters on the campus. The Placement Cell of the Institute of IEM, Kolkata has set a standard for its placement by providing a minimum one offer to each and every student who has taken admission in IEM, Kolkata. Placement starts from the month of August and usually continues throughout the year until May. In IEM, placement for CSE is almost 100% in 2019. The lowest package offered is around 3.6 LPA while the average package will be around 5-6 lakhs per annum. And the highest will be about 18 lakhs per annum. TCS comes for placement and offers around 8 LPA to 25-30 students. In 2017 the average package is around 3.85 lakhs, and the highest package is around 15.5 lakhs. Overall the IEM gives good average placement in CSE. IEM placed an average of 97% of students in the last three years, with good salary packages.Read more
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Ques. What are the placement statistics of M.Tech. CSE in NIT, Warangal?

● Top Answer By Shivani Singh on 18 Aug 23

Ans. You will be glad to know that during NIT Warangal MTech placements 2023, the highest number of students were placed from the CSE and CSI. Here are the placements statistics of the same  Placement Percentage  100% Highest CTC  INR 51.03 LPA Average CTC  INR 30.43 LPA Median CTC  INR 33 LPA Lowest CTC INR 14.5 LPA The highest salary bagged by NIT Warangal MTech students was from the CS&E department followed by the CS & Information Security branch.Read more
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