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Data Science: Average Salary and Career Path Advice for Non-Engineering Backgrounds

Onkar

Onkar Singh  | Answer  |Ask -

Career Management, Skills Development Expert - Answered on Aug 21, 2024

Onkar Singh is the global corporate citizenship strategy and programmes manager (data and reporting -- M&E, lead) at Accenture. He has more than two decades of experience in corporate social responsibility, sustainability, data and reporting. He has expertise in the management of NGOs and corporate foundations. He mentors young professionals in the areas of career management, skills development, personal and community development and DEI (diversity, equity and inclusion) issues. Onkar holds a bachelor's degree in mathematics from St Columba’s College, Hazaribagh, and an MBA from XISS, Ranchi. He also holds a master’s degree in international affairs from Columbia University's School of International and Public Affairs, New York.... more
Jyoti Question by Jyoti on Jul 19, 2024Hindi
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Career

What is the avg salary of data scientist and is it worth doing ?Where can I do a course in data science (I am from non engineering background)? Also are there certain other courses that I can pursue to get a job?

Ans: Hi Jyoti,
There is a wide range of salaries for data scientists just like a wide range of skills a data scientist has to have, also this is a constantly evolving field, so you have to be really into it to be successful. There are numerous resources available for free on the internet/YouTube where you can get started, and if you like the field you can pursue a degree and career in this. Once you learn the basics, what matters most is that you have a portfolio of real projects that will differentiate you in the marketplace.
Career

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Ramalingam

Ramalingam Kalirajan  |11169 Answers  |Ask -

Mutual Funds, Financial Planning Expert - Answered on May 13, 2026

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Dear Sir, I had a flat whose cost was 34 lac, bought in the year 2015, I had sold my flat for 1.2cr in March 2026 Then I bought another flat for 76 lac in April 2026, Pls explain me the capital gain on the sale and purchase, also I request you to suggest ways to save my tax. Thanks
Ans: You have already taken a very good step by purchasing another residential flat immediately after selling the old one. This can help you save a substantial portion of capital gains tax.

» Nature of Capital Gain

Since the flat was purchased in 2015 and sold in March 2026, the gain will be treated as Long Term Capital Gain (LTCG)
LTCG on property is taxed at 20% with indexation benefit

» How Capital Gain is Calculated
Capital gain is not calculated simply as:
Sale Price – Purchase Price

You will get:

Indexed cost benefit on your original purchase cost
Deduction for eligible expenses like:
Registration charges
Brokerage
Major renovation/improvement expenses

This indexed cost significantly reduces taxable gain.

» Benefit of New Flat Purchase

You sold old property in March 2026
Bought new flat in April 2026 for Rs 76 lakh

This qualifies for exemption under Section 54.

Meaning:

Amount invested in new residential property can be reduced from capital gains

So your taxable capital gain will reduce substantially.

» Important Clarification

Tax exemption is linked to the capital gain amount, not entire sale value
If full capital gain is not invested, balance gain becomes taxable

» Additional Tax Saving Options
If any capital gain still remains taxable, you may consider:

Investing in specified Capital Gain Bonds within 6 months
This can further reduce tax liability

» Important Conditions

New property should not be sold within 3 years
Keep all purchase/sale documents safely
Maintain proof of payment and registration

» Finally

Your gain will be treated as Long Term Capital Gain
You will get indexation benefit
Purchase of new flat for Rs 76 lakh will help reduce tax significantly under Section 54
Remaining taxable gain, if any, can be managed through capital gain bonds

A proper indexed calculation by a Chartered Accountant will give exact tax liability.

Best Regards,

K. Ramalingam, MBA, CFP,

Chief Financial Planner,

www.holisticinvestment.in

https://www.linkedin.com/in/ramalingamcfp/

...Read more

DISCLAIMER: The content of this post by the expert is the personal view of the rediffGURU. Investment in securities market are subject to market risks. Read all the related document carefully before investing. The securities quoted are for illustration only and are not recommendatory. Users are advised to pursue the information provided by the rediffGURU only as a source of information and as a point of reference and to rely on their own judgement when making a decision. RediffGURUS is an intermediary as per India's Information Technology Act.

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