Introduction to How to Become Data Scientist in India
How to become a Data Scientist in India according to prominent data growth figures, data generation will exceed 180 zettabytes by 2025. That was an increase of 118.8 zettabytes from 2020. The surge is due to increased demand for remote learning, working, and entertainment due to Covid-19. During the predicted period, storage for this data will expand at a compound annual growth rate (CAGR) of 19.2 percent. Consumers only stored 2% of data in 2020, a significant shift.
In a digitally propelled economy like ours, only those with relevant data can successfully traverse the market, make future predictions, and adjust their firm to market trends. Unfortunately, most of the data we produce today is unstructured, meaning it arrives in various formats, sizes, and shapes. As a result, managing and analyzing it is complex and expensive, so it is a significant issue for most businesses. That’s where Data Scientists jump in.
How to Become a Data Scientist in India? Can I work as a Data Scientist? What qualifications do you need to work as a Data Scientist? Are there any Data Science classes available online or in-person? What talents does a Data Scientist have? Is Data Science a discipline? What about job chances in data science? How to deal with data and scientific analysis to improve your business prospects? These are some of the most frequently asked questions by students. How to Become Data Scientist in India blog will dive into these issues and provide a comprehensive analysis.
We’ll also provide a step-by-step guide to becoming a data scientist. So, let’s wait no more and start with our How to Become Data Scientist in India blog.
Who is a Data Scientist?
When searching for How to Become Data Scientist in India, the first step is to learn about data scientists. Data scientists are individuals who find, collect, and analyze large amounts of data. Data scientists are critical for any firm because today’s business choices are based on insights gained through data analysis. Data science positions often require computer science, mathematics, and statistics. Data scientists convert the findings into actionable plans for stakeholders in addition to modeling and processing structured and unstructured data.
Since communicating data insights to other departments are essential to a data scientist’s job, they must have excellent communication and interpretation abilities. Industry knowledge and contextual awareness are also crucial to making correct observations and handling business difficulties.
Data scientists are accountable for more than just data processing and analysis. Data science roles vary per firm, resulting in overlaps between data science and business analysis positions. Expert data scientists typically have years of expertise and extensive industry knowledge. Data scientists are among the highest-paid specialists on the market because they collaborate with numerous stakeholders and help the organization make critical decisions.
Why is Data Science Important?
When exploring How to Become Data Scientist in India, It is also essential to learn about the importance of data science. Data science is an interdisciplinary sector that deals with a wide range of data and, unlike other analytical areas, is more concerned with the larger picture. The purpose of data science in business is to give insight into consumers and campaigns and assist organizations in developing solid plans to engage their audiences and sell their products.
Big data, or extensive amounts of information collected through various collecting procedures such as data mining, requires data scientists to rely on innovative insights. Big data analytics can also help brands better understand their customers, which can help decide the long-term viability of a business or endeavor. Data science may help firms control their brand stories and target the right audience. As big data is such a rapidly evolving industry, new tools are constantly being developed, and those technologies require professionals who can quickly learn how to use them. Data scientists can assist businesses in developing a business plan that is based on study rather than intuition.
Because enormous amounts of data enable drilling down to uncover tiny abnormalities in data that might expose security system weaknesses, data science plays a critical role in security and fraud detection. Data science is at the heart of the highly personalized user experiences that personalization and customization enable. Customers can feel seen and understood by a company by using the analysis.
Data Science Importance in India
India has been a significant data science and analytics solutions market for many years. Regarding data science, the arrival of the e-commerce business in India caused a revolution. With so many e-commerce firms with billions of dollars in net worth, essential data science requirements and skills to optimize operations arose.
The BFSI sector is another sector that has fueled the growth of the data science product market. Data science solutions have risen to the forefront of financial process optimization, with multiple banks and fintech firms implementing analytics and driving customer service. In India, data science solutions are used widely in client personalization and fraud management sectors.
With their distinct analytics and data science solutions, startups are emerging, catering to clients’ demands. Many IT organizations, such as TCS, Infosys, Wipro, and several consulting firms, have delivered tailored data science and analytics services to clients in India. Even though a significant portion of their revenue comes from outsourcing data science products and services, such companies have applied novel models for India-based clients. Many use specific accelerators to map their customer journeys and attain their company objectives. When searching for How to Become Data Scientist in India, It is also essential to learn about the importance of data science in India.
Factors Affecting India’s Data Science and Analytics Market
When exploring How to Become Data Scientist in India, It is also essential to learn about the Factors Affecting India’s Data Science and Analytics Market. India’s digitization is also a significant element, making the country a burgeoning market for data science solutions in the coming years. Automation and intelligence have not yet attained a significant percentage of Indian industry. As most Indian sectors migrate to the cloud, a massive amount of data will be generated, which can be employed to optimize processes and create value for businesses of all sizes.
In India, there are many inefficient processes in various industries, and we may expect to see a desire to optimize those processes and bring them under the control of technology. So whether it’s tailored data science services or ready-to-use data science products, we’ll see an increase in demand for analytics and data science in India.
India has also been concentrating on competing in the artificial intelligence race. India must establish research and development facilities for AI, analytics, and data science to compete with China and the United States. This will help enhance the number of data science professionals on the rise.
Both major companies and smaller businesses, such as startups, can meet the demand for data-driven solutions. The startup boom has also contributed significantly in this respect, with several analytics and data science businesses springing up seemingly out of nowhere in recent years.
Data localization standards will be more successfully implemented within India, perhaps boosting the market because enterprises will no longer rely on in-house personnel. They can use virtual streams for cloud-based data science solutions to organize data analytics efforts. Of course, for cloud-native data science products to prosper in the country, the market will need to grow much more in terms of encryption and privacy regulations.
Skills Required To Become a Data Scientist
Returning to how to become a data scientist, a few essential considerations must be met to become a data scientist, as discussed above. You should be hungry for information. To get the best results, you should be able to work with data virtually indefinitely.
To become a data scientist, you’ll need a long list of abilities. We’ll try to go through a couple of them in-depth here.
The following skills are required to become a data scientist or stay in the competition.
- Programming Language
- Frameworks and Tools
- Understanding Statistics
- Machine Learning
- Multivariable Calculus and Linear Algebra
- Data Manipulation
- Data Visualization
When exploring How to Become Data Scientist in India, It is also essential to learn about the Skills Required To Become a Data Scientist.
To work as a data scientist, you don’t need to be an expert in any programming language because numerous online tools allow you to work with data science techniques. However, knowing a programming language distinguishes oneself from others in value addition. It also provides you with the additional area and chance to experiment with the data to obtain effective outcomes. Some of the languages you should learn to include R, Python, Matlab, TensorFlow, Julia, Scala, and SQL. When exploring How to Become Data Scientist in India, It is also crucial to know some basics of programming languages.
Frameworks and Tools
Numerous data science tools are available to make a data scientist’s job easier. Many of the new tools on the market do not even require the knowledge of a programming language. Data collecting, analysis, and visualization tools are all available. The technology stack you choose is determined by the industry needs and the goal of the exercise. Data collection, analysis, machine learning, and data visualization can all be done with different technologies. When exploring How to Become Data Scientist in India, It is also crucial to know some basics of frameworks and tools.
Understand complex statistical principles. You should recognize which strategies are appropriate for your case and which are not. Statistics are crucial in every field. It is required for all data-driven decisions and in circumstances when you are reviewing experiments. When exploring How to Become Data Scientist in India, It is also vital to have understanding of statistics.
For organizations with data-driven products, machine learning is a must. Even if you don’t use it, it’s a valuable skill for a data scientist to have. Though programming languages like R and Python can help you implement many concepts, you should still grasp the fundamentals and techniques of machine learning. When searching How to Become Data Scientist in India, It is also crucial to know some basics of machine learning.
Multivariable Calculus and Linear Algebra
To become a data scientist, one must master basic mathematics such as linear algebra and multivariable calculus. When exploring How to Become Data Scientist in India, It is also important to have knowledge of calculus and algebra.
A Data Scientist must also be able to work with incomplete data. It appears helpful when data is disorganized and organizations’ products are not geared toward a data-driven strategy. It’s also handy when a company has just let go of data, and you’re an early hire tasked with cleaning up the mess. When exploring How to Become Data Scientist in India, It is also crucial to know some basics of data manipulation.
Data visualization is critical for presenting the inference to non-specialists to grasp the outcome. You should be able to successfully explain your findings, recommendations, and plan of action as a data scientist. Data Visualization is an important skill while searching for How to Become a Data Scientist in India.
Eligibility Required To Become a Data Scientist
A UG or PG degrees in a relevant area, such as Computer science, Business information systems, Economics, Information Management, Mathematics, or Statistics, is required to work as a data scientist. The course eligibility varies depending on the level. Before enrolling in a course, double-check the details.
Data scientists typically require a master’s degree in data analysis or data science. M.Sc. in Data Science, M.Sc. in Business Analytics, M.Sc. in Data Science and Analytics, and M.Sc. in Big Data are just a few of the popular postgraduate qualifications available. When exploring How to Become Data Scientist in India, It is also crucial to know the eligibility criteria.
To be a data scientist, follow the below-given process:
- Take online data science programs and statistics, probability, and linear algebra courses.
- Natural Language Processing, Information Extraction, Computer Vision, Bioinformatics, and Speech Processing should also be covered.
- Apply for an internship with any Data Science Institute.
- Investigate the concepts of optimization, information theory, and decision theory.
- Obtain any professional certification in data science.
- Try database management, data analysis, or database design.
Necessary Steps for How to become a Data Scientist in India
Get a Comprehensive Live Project with Real Data Sets to practice.
Working on projects allows you to put what you’ve learned about programming and algorithms into practice. Learn how to put what you have learned into practice. If you’ve worked on more live projects with real data sets as a young data scientist, you’ve gained helpful knowledge on developing superior data senses in various settings. DataTrained offers a variety of tasks, as seen below:
- Capstone Projects
- Mini Projects
- Live Projects
The first step while exploring How to Become Data Scientist in India is to get a comprehensive live project.
Prepare a Detailed CV and Prepare for an Interview.
Create a portfolio with your previous projects as examples. When applying for a job, you can utilize them to demonstrate your talents and abilities. To add value to your CV, including projects that you completed using real-time data while pursuing your data science certification.
The student’s profile would look much more professional with simulated interviews and real-time interviews at DataTrained, which would help them get selected for a job. These mock interviews help our students feel more prepared for their real-life interviews. The next step while exploring How to Become Data Scientist in India is to prepare a detailed resume.
Using the LinkedIn network to connect with other Data Scientists
Trends in data science are constantly transforming, and more and more intriguing developments are occurring. New tools are released regularly, while others become obsolete. As a result, you must remain informed of trends and work accordingly. The next step while exploring How to Become Data Scientist in India is to use LinkedIn to network.
Job Applications and Interviews
Becoming a Data Scientist is not the end of the road but rather the start of a fantastic professional path. You can apply for jobs such as analytics delivery model data analyst, senior data scientist, and lead data scientist after earning a data science certification.
Our students learn how to apply for the best Data Science jobs in the business and attend interviews using DataTrained’s Data Science certification, mock interviews, and real-time interviews. The final step while exploring How to Become Data Scientist in India is to apply for jobs and attend interviews.
Who Can Become a Data Scientist?
If you want to work in Data Science as a software developer, you’ll need to understand how business problems are solved, how data is crunched, and how different algorithms function!
You may use your software development abilities while learning new data science skills. It will be easier for you to deal with the complexities of Data Science if you are familiar with data analysis tools and data science programming languages such as SQL, R, Python, SPSS, and SAS. In addition, you’ll need to study about:
- Contingency tables, T-tests, Chi-squared tests, Pearson correlation
- Different types of decision trees and regression models
- Clustering algorithms, Neural networks, and expert systems
- Logic programming, data parsing, linear programming, and data profiling
- AI and machine learning algorithms
- Various metrics of model performance evaluation
These were the necessary criteria for software developers exploring How to Become Data Scientist in India.
You must have prior expertise in gathering, processing, and applying statistical techniques to structured data to make better decisions as a Data Analyst. If you want to progress and be a data scientist, that would undoubtedly be beneficial. It would help if you learned as a data science practitioner the following:
- Specialist fields like OCR, NLP, and Computer Vision
- SQL databases and database querying languages like MySQL, MongoDB, Postgress, etc.
- Programming languages like C/C++, Python/R, Java, Perl
- Big data platforms like Hadoop, Apache Spark, Hive & Pig
- Cloud tools like Amazon S3, Azure, GCP
- R and SAS
- Machine learning models like Regression, Nearest Neighbor (NN), Boosted Trees Support Vector Machines (SVM), etc.
These were the necessary criteria for data analysts exploring How to Become Data Scientist in India.
Data science encompasses algorithm creation, data inference, and other technological procedures, whereas business analysts provide recommendations on process improvement, software, and solution design. It is not difficult to go from business analyst to data scientist because the person already has domain experience and industry knowledge; however, particular skills must be mastered. These were the necessary criteria for business analysts exploring How to Become Data Scientist in India.
System and database administrators are considering changing careers to become data scientists. They can work within their organization if they have the necessary abilities, as most businesses move toward data-driven decision-making. These were the necessary criteria for admins exploring How to Become Data Scientist in India.
Advantages of Working as a Data Scientist
Researching How to Become Data Scientist in India, you must know the advantages of being a data scientist.
- Data scientists are well-liked nerds who are crucial to an organization’s operations.
- It has a steep learning curve and is a challenging profession.
- It’s also a well-paid position.
- Data science aids in the recruitment process by screening unsuitable individuals and saving time reviewing applications.
- The information on applicants available on the internet also aids in selecting a nearly perfect candidate.
- Based on their recommendations, data science assists organizations in framing their best practices.
- Data scientists assist with problem-solving strategies.
Data Scientist Roles And Responsibilities
Researching How to Become Data Scientist in India, you must know the Roles and Responsibilities of being a data scientist.
- New data analysis tools are evaluated, and reports on their effectiveness are prepared.
- To analyze product-specific data, create specialized data models and algorithms.
- Data is mined and analyzed to optimize and improve products, marketing approaches, company strategies, and more.
- Collaboration with stakeholders to identify and capitalize on data optimization opportunities.
- Improve product engagement, revenue growth, and stakeholder communication through predictive modeling.
- Create an A/B testing framework and perform tests to ensure quality.
- Develop performance and quality management tools and practices.
- Work with stakeholders to adopt new tools and track progress.
Where to Look for a Data Scientist Job?
Here’s the truth. Data science is difficult for Indian businesses. This is because just a handful of them are sophisticated enough and have enough data to conduct a complete investigation. As a result, the most obvious choice for an ambitious data scientist in India would be influential US-based organizations with a global reputation. Here’s a rundown of the major participants.
- Latent View
- BRIDGEi2i Analytics
- Fractal Analytics
- Tiger Analytics
You should know where to look for a job while researching How to Become Data Scientist in India.
Salary of a Data Scientist in India
You must know the data scientist salary in india while researching How to Become Data Scientist in India. According to a report by the Ambitionbox web portal, The average yearly income for a Data Scientist in India is 10.8 lakhs, with salaries ranging from 4.5 lakhs to 25.0 lakhs. Estimated data scientist salary in india are based on 12.8k salaries for Data Scientists.
According to another report by the Payscale web portal, data scientist salary in india based on 522 salaries, a fresher Data Scientist with shorter than one year of experience can make an average total salary of 576,440 (including tips, bonus, and overtime pay). Based on 2,416 salaries, an early career Data Scientist with 1-4 years of experience makes an average total data scientist salary in india is ₹802,304.
Based on 850 salaries, a mid-career Data Scientist with 5-9 years of experience earns an average total compensation of ₹1,438,777. Based on 235 salaries, an experienced Data Scientist with 10-19 years of experience gets an average total compensation of ₹1,910,886. Employees with a long career (20 years or more) get an average total salary of ₹1,200,000.
Best Data Scientist Course in India
When searching How to Become Data Scientist in India, you can find numerous data scientist course. There are several data scientist course accessible both online and offline. However, the majority of data scientist course are ineffective. Professionals having accreditation from a reputable institute are sought by employers. The Best Online data scientist course in India are accessible at DataTrained.
IBM, or International Business Machines, is collaborating with us on thisdata scientist course. DataTrained is India’s most popular educational technology startup, and IBM is a globally recognized corporation. We’ve teamed up to make you a certified data science specialist with industry experience. DataTrained has already changed the lives of over 12,000 people. Our experts have created this course so that even a total novice may grasp every idea from the ground up.
When searching How to Become Data Scientist in India, you would find mostly weekday courses. We provide weekend live classes since we understand that working people will be taking our courses. They won’t have to leave their current jobs, and freshers will also gain from this arrangement. Multiple mock interviews with industry experts and professionals are employed to prepare our students. We give real-world data projects and activities for students.
If students have any queries, they can ask them using a live chat platform. Students can also submit a ticket through our learning management system, which will be resolved on time. The following are the highlights of our data scientist course:
- Sessions with industry professionals on a one-on-one basis.
- Suitable for both working professionals and college students and freshers.
- Hours of on-demand learning content
- Instant doubt clearing
- Case studies and projects included
- Interactive and Immersive learning
- Certificate of completion from DataTrained and IBM
- 100% Placement Guarantee
- Student support and guidance
Conclusion to How to Become Data Scientist in India
A profession in data science is clearly lucrative because it meets both your intellectual and financial needs. Data scientists are in higher demand than ever before, a trend that is expected to continue in the future decade. Take a look at the Best Data Science Course right now. Start with the basics with our Statistics, Math, and Excel courses; then on to SQL, Python, R, and Tableau, and then to Machine Learning, Deep Learning, Credit Risk Modeling, Time Series Analysis, and Customer Analytics in Python.
If you’re still not sure if you want to make a career out of your passion for data science, you can connect to us for guidance. Our How to Become Data Scientist in India blog might have resolved all your queries. You can also check out our other blogs Data Mining Algorithms and many more here!
Frequently Asked Questions
- Data Science Diploma/Certification:
The Diploma in Data Science Courses, accessible in PG Diploma levels and seeks to teach the basics of data science courses in a short time of 6-12 months and equips students to find jobs correctly after 10+2, is its most popular data science course.
- Data Science Bachelor’s Degree (UG):
Bachelor’s degrees in data science require three to four years of undergraduate coursework in science and engineering. Artificial intelligence and machine learning are also available. The Engineering Entrance Exams entirely determine entrance to BTech programs, but the excellence of the 12th-year grades solely determines admission to BCA data science programs.
- Data Science Master’s Degree (PG):
A data science master’s degree can be pursued after completing a bachelor’s degree in data science that focuses on specializations. MSc/MTech/MCA Data Science is a well-known master’s degree program in data science.
When exploring How to Become Data Scientist in India, It is also essential to learn about the number of years it takes to become data scientist. Let’s move on to the following FAQ for How to Become Data Scientist in India.
In How to Become Data Scientist in India there are the following:
- Generally, students in engineering, economics, statistics, mathematics, and computer science pursue data science courses. However, students with non-traditional backgrounds, such as finance or management, can also enroll in data science courses.
- The fundamental data science course eligibility criteria are Class 12 (for bachelors in data science) with 50 percent aggregate marks and understanding of basic mathematics and statistics concepts (Probability, Calculus, Algebra).
- Candidates must have a minimum of 50% in their undergraduate degree (engineering/maths/science/commerce/economics/finance) to be considered for a master’s degree in data science.
- Must have a fundamental understanding of programming languages with substantial applications in data science, such as Python, C, C++, Java, or R.
- To be ideal candidates for data science careers, graduates should have the skills to create a basic SQL query and comprehend machine learning and its approaches.
When exploring How to Become Data Scientist in India, It is also essential to learn about the qualification requirements. Let’s move on to the following FAQ for How to Become Data Scientist in India.
The JEE Advanced exam is essential for admission to several IITs and other prominent institutes. A bachelor’s degree, preferably in IT or Computer Science, is required to work as a data analyst. IITs and NITs do indeed have significant placements and excellent learning facilities.
However, there are many reputable institutes where you can receive your degree or certification while also learning about data structure and functions is essential in how to become Data Scientist in India.
As a result, JEE or JEE Advanced is Not Required for any data science field. Any opportunity can be yours if you desire to work hard and learn. As you study, undertake many internships and projects in data analytics. You will receive more experience as a result of this. When exploring How to Become Data Scientist in India, It is also essential to learn whether JEE is required or not. Let’s move on to the following FAQ for How to Become Data Scientist in India.
Yes, data science is a tremendous professional path with a lot of room for progress in the future. Demand is already high, compensation is competitive, and benefits are plentiful, so LinkedIn has named Data Scientist “the most promising career.” Glassdoor has called it “the best job” to learn how to become Data Scientist in India.
“The sexiest job in the next ten years will be statisticians,” Google Chief Economist Hal Varian told the McKinsey Quarterly in 2009. He was right, as strange as it may seem to use “sexy” and “statisticians” in the exact phrase. We’re flooded with data ten years later—2.5 quintillion bytes of data are generated every day, and much of it is just waiting to be used.
When exploring How to Become Data Scientist in India, It is also essential to learn whether data scientist is a good job or not. Let’s move on to the following FAQ for How to Become Data Scientist in India.
Due to a strong job market for these positions, now is an excellent time to get a data science degree. According to a study of engineering professionals conducted by the Institute of Electrical and Electronics Engineers in 2021, data scientists earned median pay of $164,500 in 2020. This represents a nearly 8% increase over the median income of $152,500 in 2019. Job possibilities are so plentiful that graduates receive job offers months before graduation. When exploring How to Become Data Scientist in India, It is also essential to learn whether data science is in demand or not. Let’s move on to the following FAQ for How to Become Data Scientist in India.
As the pandemic-driven digital transformation drives demand for high-end talents, data science job prospects and incomes have exploded in India learn how to become Data Scientist in India. According to Michael Page’s 2021 India Talent Trends research, data science specialists with 3-10 years of experience earn ₹25-65 lakh yearly salaries, while those with more experience can make pay packages of up to ₹1 crore.
It stated that experts with more than 15 years of expertise could even earn up to ₹1.8 crores. When exploring How to Become a Data Scientist in India, It is also essential to learn about data scientist earnings. Let’s move on to the following FAQ for How to Become a Data Scientist in India.
Data science can be a demanding job due to its challenges learn how to become Data Scientist in India. However, whether or not a job is stressful is very subjective and depends on the conditions, working environment, and project. Others may endure evident tension, while those passionate about the profession enjoy it.
When exploring How to Become a Data Scientist in India, It is also essential to learn whether this profession is stressful. Let’s move on to the following FAQ for How to Become a Data Scientist in India.
Data scientists with five years of expertise get over 75 lakh per year, according to TeamLease, a staffing solutions provider, compared to 8-15 lakh for Chartered Accountants and 5-8 lakhs for Engineers with the same experience level so learn how to become Data Scientist in India.
When exploring How to Become Data Scientist in India, It is also essential to learn about data scientist salaries. Let’s move on to the following FAQ for How to Become Data Scientist in India.
A BCOM graduate is an excellent prospect for data science because of their mathematics, accounting, and statistical backgrounds. A BCOM graduate already possesses more than half of the skills required.
Additional courses and data science boot camps could help the student acquire the other abilities and skillsets. When examining How to Become Data Scientist in India, It is also crucial to know if a BCOM student can become data scientist. Let’s move on to the following FAQ for How to Become Data Scientist in India.
Here are five pointers to consider if you want to jumpstart your career in data science and make your application stand out learn how to become Data Scientist in India:
- Develop functional soft and industrial abilities.
- Choose a starting level course or a specialty to learn from the professionals.
- Make a portfolio of your work.
- Internships provide practical experience.
- Keep up with the newest industry developments.
When examining How to Become Data Scientist in India, It is also crucial to know steps to become data scientist. Let’s move on to the following FAQ for How to Become Data Scientist in India.
Like most IT jobs, data scientists are concerned with assisting their firms in utilizing data. They are professionals in dealing with enormous amounts of data and are in charge of extracting business value.
A Data Scientist helps a business manage its data and build more innovative solutions, just like a database administrator helps diverse staff members utilize and maintain its database systems. Using insights from existing data, they assist their company’s leaders in making better-informed decisions.
Data scientists must be knowledgeable in information technology, including programming and computer science, to do their jobs successfully. They would not operate effectively unless they were conversant with IT fundamentals. When examining How to Become Data Scientist in India, It is also crucial to know if it is an IT job. Let’s move on to the following FAQ for How to Become Data Scientist in India.
It is a professional path that runs parallel to the upcoming digital upheaval. You can see how quickly this is developing and adapting to the shifting world of technological advancement. When we examine the current state of data science, we can see that other essential elements also influence it. Consider the rise of data generated by IoT or social data at the edge.
The US Bureau of Labor Statistics assesses that there will be 11.5 million employment in data science and analytics by 2026—roughly four years from now. When examining How to Become Data Scientist in India, It is also crucial to know the future of data science field.