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"thrive on doing" is a valid and usable phrase in written English.
It is a phrase that denotes someone finding pleasure through working or completing tasks. For example, you could say, "He's always been one to thrive on doing challenging work."
Exact(4)
They thrive on doing the people's work".
"We thrive on doing things where there's a high risk of failure," Mr. Hacking said.
A plain-speaking, former middle school principal, Mr. Toper appears to thrive on doing four things at once.
"It's different for me because I thrive on doing other people's music as well as my own.
Similar(53)
The movie shares a remarkable window into the lives of these women who have not only survived off of land that radiation scientists labeled uninhabitable and extremely toxic, but appear to have thrived on doing so.
And hedge-fund managers, who are supposed to thrive on volatility, did even worse, with hedge funds that focus on stocks falling more than seven per cent.
We all thrive on that, don't we?
Don't thrive on it, and don't fight.
It doesn't matter — attention must be paid, and if you thrive on attention it doesn't get any better than that.
Do you thrive on external recognition or does the thought of giving a talk makes you ill?
Some guys need the workload, thrive on it, some don't.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com