So, yeah, while the empirical method is fantastic and the best model we have, in the end it relies on faith as much as any religion
I feel like faith is the wrong word because the works that science hath wrought upon our world are due in part to its repeatability. When you follow the steps to build an engine and refine fuel for it, that engine will always run, and if it doesn't, it's due to a parts issue or a fuel issue that can be remediated. It always works because the laws of physics always apply (local variables notwithstanding).
I don't have faith that my engine will start; I have absolute confidence based on my limited understanding aligned with repeated observations. I have evidence; where faith is often analogous to belief without or in spite of the evidence. Not that you may use that definition of faith, necessarily, and that's fine; but that's the definition I'm accustomed to thanks to being raised in a Protestant cult bubble.