Not in general, it depends on how the sizes of the samples for the strata are chosen.

If the strata sample sizes are proportional to the strata's representation in the population then eveyone would have an equal chance of being selected. But to reduce the variance of the the result often the sample size for strata are set proportional to the expected SD of the strata.

RonL