Tax savings and salary question for remote jobs

I recently got a job offer at a well-funded remote startup headquartered in the US as a DevOps engineer. They adjust the salary package to account for the country so I won't be earning in crores... but I wanted to ask people who are in remote positions as to how to negotiate a salary that will be rigid more or less,no options are there to negotiate till a super high margin (maybe 10% max).

For example, they are offering 33 LPA currently, does that put me in a higher tax bracket and can I negotiate for a lower compensation so that I can be put in a lower tax bracket, say I ask for 29 LPA and ask for a joining bonus (or HRA) or some restructuring to do that?

I don't understand how taxes work in India especially with remote payments but I'm hoping someone can offer the right guidance and resources so that I can look into this in depth later on as well. This is my first ever job and I got it straight out of college, so I do not mind even if they are paying me less than their US counterparts. This salary is more than enough to survive in a tier 2 city (will be shifting back to live with my parents).

I don't have much investments right nos, just a couple of FDs and some equity + debt funds along with stocks (mostly banks + chemical companies here and there). I can look into ELSS funds and what not if that can save up some taxes. I am considering talking to a CA about this too.

(Note: not comfortable with naming it even if this is an anonymous platform because it has like a strength of 50 and I feel it is irrelevant to the discussion).

TIA!