Data Science vs Software Engineer

Code Wrestling
6 min readJul 20, 2022


If you are in your college you are totally interested in data science but if got placed placed in any MNCs there you have to work as software engineer so now the question should come in your mind what is the best in these two popular fields of IT and where should you start and what the choose.

hold yourself till the end of the article and you will be able to guide others what is the best software engineer or a data scientist. and if you find it useful share with others so that they will be able to understand atleast something because of you.

Lets start with Data Science first.

so if you are a marvel fan and you love iron man than I think you already know about Jarvis. This was tony stark virtual assistant, which is based on artificial intelligence. so the work of jarvis is to help Tony in predicting an outcome for any given action. The process of collecting data, analyzing the data, and predicting a certain outcome is Data Science.

In the real world, more data has been created in the past 2 years than in the entire history of the human world. If i will talk about Fortune 500 company, just a 10% increase in data accessibility will result in more than $65 million additional net income. that’s huge and Data accounts to be an important feature for any organization due to its ability to direct in making decisions based on facts, statistical numbers, and trends. Data Science is a concept that involves data collection, data processing, and exploration leading to analyzing the data and consolidating the results.

Data Science uses a lot of technologies such as Artificial Intelligence, Machine Learning, Data Mining which is used to get valuable insights from data.

So in simple data science means creating a Jarvis If you love 3000 this is for you but wait let check with software engineer

Software Engineering is the process of developing software by systematically by applying the principles of engineering which you are learning in your colleges.

The entire process of software engineering involves planning, designing, building, and testing the software application based on the requirement of the client and you must learn one thing client is everything.

Every year, lakhs of job opportunities are available in this field, offered by some of the leading organizations such as TCS, Wipro, Infosys, and various organization. you can get job in this very easily as compared to search for a particular filed like data scientist.

A detailed study of engineering based on the designing, development, and maintenance of software and that is called Software Engineering. It involves the analysis of client requirements by focusing highly on the best processes and methodologies and producing high-quality software.

as a software engineer you have to is built software consistently, which should be error-free, and this software should be on budget. As the application is built, there is always an immense rate of change in the clients requirements so in future the job for this basic pillar will not go whether metaverse will come or you started living in a virtual world. So you can trust this as foundation pillars are always stronger than your virtual world

So Both Data Science and Software Engineering will involve a good programming knowledge. so if you want to start your programming journey I have listed various free website in a single video where you can start your programming journey click on I button on check the description you can get this video.

So now the point is clear as a Data Scientist you are concerned with gathering and analyzing data and as Software Engineering you have to focus on developing applications, features, and functionality for the Client based on your organization.

So lets now see what are the Qualifications required for Data Science and Software Engineering

for data science you have to learn skill set of mathematics, statistics, basic knowledge of programing language and Machine Learning plays a major role in Data Science for this you must have to learn python. in India you can do B.Tech or M.Tech with Computer Science or Information Technology, a B.Sc or MSc in Statistics, and some of few MBA graduates from top business schools also provides a oppurtunity to became a data scientist. so finally a engineering background and if you are from mathematics background you can easily became one the best data scientist.

and for a software engineer a basic degree in form any engineering background is required and if you can learn about data structures and algorithms with a deep knowledge of programming is good to start your career in software engineering.

so now lets see what are the careers where you can apply for data science

as a beginner you search for this profile which includes

  • Data Analyst
  • Quantitative Analyst
  • Business Intelligence Analyst
  • Business Analyst
  • Systems Analyst
  • Marketing Analyst
  • Operations Analyst

as your career will grow you will take many roles which include

  • Data Scientist
  • Senior Data Scientist.
  • Machine Learning Engineer.
  • Lead Data Scientist.
  • Chief Data Officer.

if you are going for software engineering roles you can start your career with

  • Front End Engineers
  • Back End Engineers
  • Full-Stack Engineers
  • Mobile App Developers
  • Graphics Engineer
  • Game Engineer
  • Data Engineer
  • DevOps Engineer
  • Software Development Engineer in Test
  • Embedded Systems Engineer
  • Security Engineer

if future you can take many position which includes

  • Junior Software Engineer
  • Senior Software Engineer
  • Tech Lead
  • Team Manager
  • Technical Architect
  • Chief Technology Officer

now the important question which is what is the salary you will get

so pause this video and you can take a screenshot of the salary you will get from both the career definitely as data science salary is huge but the job opportunity is also less as compared to software engineer.

so we are coming to end the question is still not clear which career you should choose so i have talked about all the basic things and discuss about the career scope in both the field. now for answe to this question you should first figure out your interest so i would recommend you to learn for data science courses and software development and atleast create a one project in both that will help to to figure out more easily in which field you are more interested. so try out yourself and I will gurantee you that you find out if still you are in doubt we can help you just write to us at we will guide you and dont worry we are always there for you

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