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Using SVG in MS Word gives it black background

I have a following SVG which renders properly in browser:

enter image description here

You can download it here

When I try to copy paste it in the MS Word, it renders with black background:

enter image description here

How can I use it in Word doc, without rasterizing it, that is keeping its vector format intact, since I dont want it to pixelate once I convert the doc to pdf?

PS: Preferably with some simpler way without requiring any heavy image editing software installation. But if you have any solution which involving special software please do share.