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) : 149 answered questions

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Ques. I have been offered the AIDS (M.Tech) branch at VIT Bhopal. What would be the admission criteria and fee?

● Top Answer By Vinima Bhola on 03 Jul 25

Ans. The admission criteria for M.Tech in Artificial Intelligence and Data Science (AIDS) at VIT Bhopal for 2025: Parameter Details Qualification B.E./B.Tech degree in any branch or MCA from a recognized university/institute Marks At least 60% aggregate in the qualifying degree Entrance Exam Valid GATE score or VITMEE (VIT’s own entrance exam) score Application Process Apply online via VIT Bhopal admissions portal Selection Process Based on GATE/VITMEE score and academic performance Other Requirements Full-time graduation; eligibility across all engineering branches and MCA Fee structure for M.Tech in Artificial Intelligence and Data Science (AIDS) Fees (2024 - 2025) Year 1 (in INR) Year 2 (in INR) Tuition Fees 190000 190000 Caution Fee  3000 - Yearly Fees 193000 190000Read more
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Ques. What are the specialization courses offered in Nit Warangal, CSE branch?

● Top Answer By Vinima Bhola on 25 Jun 25

Ans. NIT Warangal offers several  specialization courses  within the Computer Science and Engineering (CSE) branch, primarily through elective subjects and advanced tracks at both the undergraduate (B.Tech) and postgraduate (M.Tech) levels.  Program/Track Specialization Areas (Electives/Streams) B.Tech CSE (General) Advanced Algorithms, Advanced Computer Architecture, Artificial Intelligence, Computational Number Theory, Programming Language Concepts, Software Testing, Advanced Data Mining, Advanced Databases, Bio-Informatics, Computer Vision and Image Processing, Data Networks, Design Patterns, Foundations of Blockchain Technology, Information Retrieval, Mobile Computing, Natural Language Processing, Program Analysis and Verification, Software Metrics and Software Project Management, Cloud Computing, Data Science, Deep Learning, Design of Secure Protocols, Internet of Things, Intrusion Detection Systems, Quantum Computing, Real Time Systems, Secure Software Engineering, Security and Privacy, Service Oriented Architecture, Software Reliability Techniques, Advanced Theoretical Computer Science, Agri Bioinformatics, Algorithmic Game Theory, Algorithmic Techniques for Big Data, Computational Neuroscience, Cyber Laws and IPR, Cyber Security, Fog and Edge Computing. B.Tech CSE (AI & Data Science) Artificial Intelligence, Data Science, Machine Learning, Deep Learning, and related advanced topics. For M.Tech, NIT Warangal offers specializations such as: Computer Science and Engineering Computer Science and Information Security Each of these M.Tech programs may include advanced electives in areas similar to those listed above for B.Tech.Read more
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Ques. What are the highest, average, and median salary packages offered to M.Tech CSE students in IIT BHU in past years?

● Top Answer By Muskan Agrahari on 25 Jun 25

Ans. IIT BHU M.Tech CSE Placement Overview (2024) Metric Value Highest Package 39.27 LPA Average Package 22.56 LPA Median Package 10 LPA Placement Rate ~63% Top Recruiters Microsoft, Google, Oracle, Amazon, Flipkart, etc.Read more
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Ques. My son has scored 42.33 marks in GATE (CSE). Could you please suggest which IITs, NITs, or IIITs he might be eligible for an M.Tech in Computer Science?

● Top Answer By Muskan Agrahari on 24 Jun 25

Ans. With a GATE 2025 score of 42.33 marks in Computer Science, your son has comfortably crossed the General category qualifying cut-off mark of 29.2 marks and can be eligible for admission into a number of top institutes in India. Here is a quick analysis of where he stands and the options that actually confront him: Admission Possibilities Institute Type Chance for Admission in CSE Top IITs (Bombay, Delhi, Kanpur, etc.) Unlikely, as cutoffs are usually 55–65+ marks Newer IITs (Jodhpur, Patna, Dhanbad, etc.) Possible in later rounds or for allied CSE branches Top NITs (Trichy, Warangal, Surathkal) Competitive, but admission more likely in later rounds or for specializations like information security and data science. Mid/Lower NITs Good chance for direct admission in CSE Top IIITs (Allahabad, Gwalior, Jabalpur) Competitive; possible depending on the round and specialization Other IIITs Good chances for CSE or related programs Recommendations: Apply through COAP (for IITs) and CCMT (for NITs/IIITs). Keep looking for related fields like Data Science, Cybersecurity, or Information Technology, which may have slightly lower cutoffs. And take all rounds of counseling, including spot rounds, as cutoff trends fluctuate every year. Also visit state universities and centrally funded colleges that accept GATE scores. Your son is rightly positioned for M.Tech admissions in all NITs, IIITs, and new IITs. CSE and this score will not make the top 5 IITs feasible, but there are plenty of good colleges where he can build a strong academic and professional life. Wishing your son best of luck for future admissions.Read more
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Ques. Which is better among IIT Roorkee, IIT Hyderabad, and IIIT Hyderabad for an M.Tech in CSE?

● Top Answer By Ritu on 02 Jul 24

Ans. IIT Roorkee, IIT Hyderabad, and IIIT Hyderabad are all known for their top notch education and placements. Here is a comparison among these institutions: Parameters IIT Roorkee IIT Hyderabad IIIT Hyderabad NIRF 2024 Engineering Ranking 6 9 54 Highest Package 2023 (Overall) INR 1.3 CPA (Domestic) INR 1.06 CPA (International) - (M.Tech CSE) INR 51 LPA Average Package 2023 - (M.Tech) INR 18.10 LPA (M.Tech CSE) INR 26.39 LPA Placement % 2023 - (M.Tech) 72.52% (M.Tech CSE) 99% Notable Recruiters Dell, Bank of America, Deloitte, IBM, Barclays, EXL, among others. Google, Amazon, Facebook, Microsoft, Caterpillar, Oracle, among others. TCS, Deloitte, Google, Amazon, Microsoft, Infosys, Capgemini, Accenture and JIO Among the two IITs, IIT Roorkee will be a better choice because of its brand name and industry connections. The placements at IIT R are top notch. On the other hand, if you choose IIIT Hyderabad, you’ll get the benefit of a great coding culture, and this institute also delivers really good placements in CSE.  Out of my personal experience, I can assure you that IIT Roorkee is a great choice for your M.Tech CSE in terms of opportunities, faculty, academics, and placements. Read more
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Ques. How is IIT Tirupati's MTech CSE placement?

● Top Answer By Varun Shehgal on 29 Jun 24

Ans. The M.Tech CSE placement statistics for 2023 were quite good. A total of 49 students had registered for placements. Out of all those students, 43 students were able to secure placements. The highest package offered was INR 25 LPA and the lowest package offered was INR 10 LPA . The average package was INR 15.4 LPA . In 2023, all the M.tech students who registered from the CSE branch got placed with an average CTC of INR 16 LPA . The M.Tech CSE department of IIT Tirupati has a good record of 90 percent placement , with students securing high packages at top companies. Read more
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Ques. What is the course fees structure for M.Tech CSE in IIT Kanpur?

● Top Answer By Avik Mathur on 28 Jun 24

Ans. The M.Tech CSE in IIT Kanpur is one of the reputed departments in the institute. The course curriculum has been designed to provide in-depth knowledge to the students and prepare them with industry-required skills. During your course, you will be required to do 144 credit points of coursework along with the thesis. 63 credits is the minimum course requirement. The minimum credit for thesis and courses is 72 credits . You can cover the rest 9 credits with a mix of thesis and coursework. Below is the list of subjects that you will be studying in your course: VSLI Design  Operating Systems and System Programming Machine Learning  Internet Technology  Principles of Programming Language  Distributed Database System  Artificial Intelligence  Software Testing  Computational Number Theory Financial Information System  Mobile Computing  Design and Analysis of Algorithms  Advanced Software Engineering  Parallel Computing  Cryptography and Network Security  Data Warehouse and Data Mining Read more
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Ques. What is your review of IIT Kanpur as an M.Tech student in CSE at IIT Kanpur?

● Top Answer By Utkarsh Nigam on 25 Jun 24

Ans. Being an MTech student in CSE at IIT Kanpur, I would say my experience has been great. IIT Kanpur CSE MTech department offers great curriculums for the students not only to enhance their academic knowledge but also to enhance their practical knowledge. The M.Tech in CSE program at IIT Kanpur is a two-year full-time program, it is well-recognized and leads to good job possibilities. The average tuition fee for the course is INR 20000 . The placement opportunities provided by the institution are excellent with the highest being INR 1.09 CPA and the average package is INR 28.7 LPA . Some of the top recruiters are Morgan Stanley, Accenture, Amazon , and more.Read more
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Ques. How are the placements for Master of Engineering [ME] (Computer Science and Engineering) at BITS Goa?

● Top Answer By Ayush jain on 18 Oct 25

Ans. After 2 nd semester you are eligible for the placements. All the TIER 1 companies MAANG and every company you can think of . Our senior batch is placed like 90 % students are placed . Rest are in PS .Read more
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Ques. How is the course curriculum of Master of Engineering [ME] (Computer Science and Engineering) in BITS Goa?

● Top Answer By Ayush jain on 18 Oct 25

Ans. The teachers who are very strict are also the seniormost faculty in the college . So better listen to them Because they are very experienced. The teaching methods and everything is good . But the frequency of exams is high .Every week there is quiz or lab or test .Read more
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