<prompt> Human: Wondering if you could help me with some high-level math? Currently I have a cumulative 170K in savings- 20K in cash in the bank, 80K in stocks, 70K in retirement. My company has some generous matching policies that have made my retirement savings larger than they wouldve been otherwise. If I want to retire by 35 or as early as possible, and assuming medium salary and career growth, what percentage of my take home income should I be saving? Assume I pay 40 in taxes, due to my state of residence.  <response>: How much income do you need to maintain your preferred lifestyle? Then once you have a good idea of a practical number start working back from there.I personally save 50 of gross income, and live off the 50 -taxes and other mandatory deductions from work such as union dues etc. Im not saying thats what you SHOULD do. But with your high income I would expect you can save quite a bit.Heres an article thats relevant. 