I would suggest calculators are more important to this than computers. It depends a lot on what you want to calculate. I didn't sit down to memorize constants, but like to do mental calculation, much of it involving naturals or estimates, so the following is my list. In the spirit of the question I will use $=$ where $\approx$ is more accurate:
$(1+x)^n = 1+nx$ for $nx \ll1$ Probably the most important, because you can correct other things with it.
All perfect powers up to $1000$
Powers of $2$ up to $2^{16}=65536$
Primes to $100$
$\log_{10} 2 = 0.30103$ or the similar $2^{10} = 10^3$
$\ln 10 = 2.3, \ln 2 = 0.69$
$1$ radian $=57.3$ or $60$ degrees (this so you can use the trig functions of the next line)
trig functions for $30,45,60$ degrees (not $15,75$, they don't come up for me)
$\sin x=x, \cos x=1-\frac {x^2}2, \tan x = x$
square roots of $2,3,10$ to three places
decimals for $\frac 1n$ for $n \in [2,12]$
triangle and Fibonacci numbers up to $100$ or so
Finally, $\pi = \sqrt {10}= 3$
Somebody recently was surprised that we don't all know ${49 \choose 6}$ because of lottery problems, but I don't.
I think this has little to do with mathematical ability.