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What are skills required in data scientist job

Ayush Madanpotra 6th Jul, 2025

To become a data scientist, you need a mix of technical, analytical, and communication skills. These help you work with data, find useful insights, and explain them clearly to others.

Here are the main skills required:

You need to know programming languages like Python or R. These are used to clean data, analyze it, and build models.

You should be good at math and statistics. This helps you understand trends, patterns, and how to make predictions from data.

You should understand how databases work and be able to write SQL queries to get data from them.

You should know how to use tools to clean and organize messy data before analysis.

You should be able to use machine learning to build models that make predictions or find patterns.

You must be able to use graphs, charts, and dashboards to clearly present your findings.

You should understand the business problem and know how to use data to solve it.

You must be a good problem-solver and think clearly while working with complex data.

Good communication helps you explain your insights in simple words to people who don’t know data science.

You can learn and improve these skills through online courses and projects.

3 Views

I am a 12th passed student with bio stream I want to be a data scientist can someone suggest something what should I do

Prachi Kumari 21st Jun, 2025

Hello,

Since you are from the biology stream and want to become a data scientist , first focus on learning basic maths, especially statistics. After that, start learning programming languages like Python.

You can also do an undergraduate course like BSc in Data Science, BSc Computer Science, or even BCA.

Along with your degree, take online courses on data science, machine learning, and data analysis from platforms like Coursera or Udemy. Work on small projects to build your skills. Slowly, you will gain experience and knowledge. With time and practice, you can become a data scientist.

Hope it helps !

3 Views

Can Msc physics students apply for the position of scientist using equivalent qualification

gopi 1st Jun, 2025

Hello Aspirant,

Yes, M.Sc. Physics students may apply for the post of Scientist as long as they meet the requisite eligibility criteria mentioned in the job notification. M.Sc. Physics has been equivalently considered for Scientist posts in many research institutions, government organizations (such as ISRO, DRDO, BARC, etc), and in private R&D, especially in fields such as materials science, nuclear physics, theoretical physics, space science, etc.

However, eligibility may differ from organization to organization and there may also be varying specializations specific to certain disciplines. Therefore, it is very important to read and check the official notification from the organization and see if M.Sc. Physics is mentioned under the qualifications or equivalent to that position you are applying for.

1 View

Can msc physics students apply for scientist position by using equivalent qualification?

Sakshi Sharma 14th Jun, 2025

Hello ,

As per your mentioned query , you will be glad to know that yes Msc physics student is eligible for scientist position in organizations like ISRO , DRDO . But before applying for it you have to check the eligibility criteria and also there may be some special requirements for some specific roles.

I hope this helps you!

Revert for further query!

3 Views

How a man become DRDO scientist b after having bca

gopi 31st May, 2025

Hello Aspirant,

It is typically important for a scientist at DRDO (Defence Research and Development Organisation) to have a strong academic background in science, engineering or technology, given that BCA (Bachelor of Computer Applications) programme courses are more focused on the IT aspect or computer applications. However, here are some options to consider:

  1. After completing your BCA, you could take a Master’s in an appropriate field, such as Computer Science, Information Technology, Electronics or even a research-focused degree, or other areas of study.
  2. Prepare for a DRDO exam: DRDO recruit scientists through competitive examinations, like the DRDO Scientist ‘B’ exam and this is conducted through the Recruitment and Assessment Centre (RAC). As you may expect, you need a strong technical background and general knowledge in terms of the preparation, as, you should focus your preparation on your field of engineering or science background.
  3. Build Relevant Skills and Experience: Make sure, while pursued your BCA, you worked on a research project, an internship or had a job in any area of defence technology, software development, cybersecurity, or anything computer science related, which might build into position within DRDO.
  4. Look for Other Roles within DRDO: In addition to Scientist ‘B’, there are other roles within DRDO which are technical and/or support roles, which may be found to be important to your BCA aspect.
5 Views

Which bachleor and stream to persue for Data Scientist

Sajal Trivedi 16th May, 2025

Hello aspirant,

Candidates must finish their 12th grade in the science stream, with mathematics, computer science, and physics as required courses.  To gain admission to the best data science institutes in India, candidates must pass the Engineering Entrance Exams, which include JEE Main, JEE Advanced, and GATE.

Thank you

Hope this information helps you

22 Views

What does a data scientist do. What qualifications do I need to become a data scientist. Is it okay if I dont engineering and computer science but just proceed with maths to become a data scientist?

Prachi Kumari 5th Mar, 2025

Hello,

Yes, you can become a data scientist with a strong background in Mathematics and Statistics . However, you will need to learn programming (Python, R, SQL) and machine learning to work effectively with data.

To become a data scientist , you usually need a degree in Computer Science, Data Science, Mathematics, or Statistics . Many data scientists also have a master's or Ph.D.

Hope it helps !

23 Views

After plus two how to become a data scientist

kumardurgesh1802 3rd Feb, 2025

Hello Fathima,

To become a Data Scientist after 12th, follow these steps:

1. Choose the Right Degree

  • B.Tech/B.E. in Computer Science, IT, or Data Science
  • B.Sc. in Statistics, Mathematics, or Computer Science
  • BCA (Bachelor of Computer Applications)

    2. Learn Key Skills

  • Programming: Python, R, SQL
  • Mathematics & Statistics: Probability, Linear Algebra
  • Data Analysis: Pandas, NumPy, Excel
  • Machine Learning & AI: Scikit-learn, TensorFlow
  • Big Data Tools: Hadoop, Spark (optional)

    3. Take Online Courses & Certifications

  • Coursera (IBM Data Science, Google Data Analytics)
  • Udemy, edX, Kaggle (Hands-on projects)

    4. Work on Real Projects & Internships

  • Participate in Kaggle competitions
  • Build projects using datasets (e.g., Titanic, House Price Prediction)
  • Do internships in data analytics

    5. Go for Higher Studies (Optional)

  • M.Tech/M.Sc. in Data Science, AI, or Statistics
  • PG Diploma in Data Science (IITs, ISB, IIITs offer good courses)

    6. Apply for Jobs

  • Start as a Data Analyst or ML Engineer , then move to Data Science roles.

By consistently learning and practicing, you can become a Data Scientist even without a formal degree in it!


For more precise details CLICK HERE .

I hope this answer helps you. If you have more queries then feel free to share your questions with us we will be happy to assist you.

Thank you and wishing you all the best for your bright future.


34 Views

I completed my M.Sc. in Applied Statistics & Analytics in 2023 and been working as a Data Scientist/AI-ML Developer around 1.5 years. But I always have a dream to become a pilot since my childhood. I completed my 10+2 with PCM. Is there any opportunities to pursue my dream now in India?

Prachi Kumari 29th Jan, 2025

Hello,

Yes, there are opportunities to pursue your dream of becoming a pilot in India even now:

  1. Commercial Pilot License (CPL): You can enroll in a flying school approved by the Directorate General of Civil Aviation (DGCA) to obtain a CPL.
  2. Eligibility: You must be at least 17 years old and have completed 10+2 with Physics and Mathematics.
  3. Training Duration: Training typically takes 18-24 months, including theory and practical flight hours.
  4. Costs: Training can be expensive, ranging from Rs. 25-40 lakhs.
  5. Medical Fitness: You need to pass a Class 1 medical examination.
  6. Airline Pilot Jobs: After obtaining a CPL, you can apply to airlines.

Hope it helps !

29 Views

I am studying 10th what course should I select to take food scientist as career and after 12 th what are the step of education should I prepare

kumardurgesh1802 11th Jan, 2025

Hello there,

To pursue a career as a Food Scientist , here’s the educational pathway you can follow:

After 10th:

  1. Select the Right Stream :

    • Science (with Physics, Chemistry, and Biology) is the best stream to choose for a career in Food Science.

      After 12th (Science):
  1. Bachelor's Degree (B.Sc. in Food Science/Food Technology) :

    • Choose a B.Sc. in Food Science or Food Technology or B.Tech in Food Technology .

    • Duration: 3-4 years

    • Subjects: Food microbiology, nutrition, food chemistry, and processing.

  2. Postgraduate Degree (Optional but Beneficial) :

    • Consider a M.Sc. in Food Science, Food Technology, or Nutrition for deeper specialization.

    • Duration: 2 years

      Key Skills to Develop:
  • Knowledge in food chemistry, microbiology, and nutrition.
  • Analytical skills for testing and research.
  • Communication skills for working in teams or with clients.

By following this path, you can build a strong foundation for a career in food science.


I hope this answer helps you. If you have more queries then feel free to share your questions with us we will be happy to assist you.

Thank you and wishing you all the best for your bright future.


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