Then you are in the "really need to use IE" situation. Which is a pity, though not unheard of.
Luckily the main use case for Selenium is automated testing of web applications (scraping is a distant afterthought compared to this) so all the major browsers need to be / are supported.
You will likely need some tweaking for the initial setup, and I do not recommend an IE implementation for your very first Selenium project (applying the default = Firefox comes with a not-so-steep learning curve) but it is definitely doable.
Unfortunately I do not have much experience with scraping in IE, as I managed to avoid the need in my projects.