Add/remove class with jquery based on vertical scroll?

$(window).scroll(function() {    
    var scroll = $(window).scrollTop();

     //>=, not <=
    if (scroll >= 500) {
        //clearHeader, not clearheader - caps H
        $(".clearHeader").addClass("darkHeader");
    }
}); //missing );

Fiddle

Also, by removing the clearHeader class, you're removing the position:fixed; from the element as well as the ability of re-selecting it through the $(".clearHeader") selector. I'd suggest not removing that class and adding a new CSS class on top of it for styling purposes.

And if you want to "reset" the class addition when the users scrolls back up:

$(window).scroll(function() {    
    var scroll = $(window).scrollTop();

    if (scroll >= 500) {
        $(".clearHeader").addClass("darkHeader");
    } else {
        $(".clearHeader").removeClass("darkHeader");
    }
});

Fiddle

edit: Here's version caching the header selector - better performance as it won't query the DOM every time you scroll and you can safely remove/add any class to the header element without losing the reference:

$(function() {
    //caches a jQuery object containing the header element
    var header = $(".clearHeader");
    $(window).scroll(function() {
        var scroll = $(window).scrollTop();

        if (scroll >= 500) {
            header.removeClass('clearHeader').addClass("darkHeader");
        } else {
            header.removeClass("darkHeader").addClass('clearHeader');
        }
    });
});

Fiddle


Pure javascript

Here's javascript-only example of handling classes during scrolling.

const navbar = document.getElementById('navbar')

// OnScroll event handler
const onScroll = () => {

  // Get scroll value
  const scroll = document.documentElement.scrollTop

  // If scroll value is more than 0 - add class
  if (scroll > 0) {
    navbar.classList.add("scrolled");
  } else {
    navbar.classList.remove("scrolled")
  }
}

// Use the function
window.addEventListener('scroll', onScroll)
#navbar {
  position: fixed;
  top: 0;
  left: 0;
  right: 0;
  width: 100%;
  height: 60px;
  background-color: #89d0f7;
  box-shadow: 0px 5px 0px rgba(0, 0, 0, 0);
  transition: box-shadow 500ms;
}

#navbar.scrolled {
  box-shadow: 0px 5px 10px rgba(0, 0, 0, 0.25);
}

#content {
  height: 3000px;
  margin-top: 60px;
}
<!-- Optional - lodash library, used for throttlin onScroll handler-->
<script src="https://cdnjs.cloudflare.com/ajax/libs/lodash.js/4.17.15/lodash.js"></script>
<header id="navbar"></header>
<div id="content"></div>

Some improvements

You'd probably want to throttle handling scroll events, more so as handler logic gets more complex, in that case throttle from lodash lib comes in handy.

And if you're doing spa, keep in mind that you need to clear event listeners with removeEventListener once they're not needed (eg during onDestroy lifecycle hook of your component, like destroyed() for Vue, or maybe return function of useEffect hook for React).

Example throttling with lodash:

    // Throttling onScroll handler at 100ms with lodash
    const throttledOnScroll = _.throttle(onScroll, 100, {})

    // Use
    window.addEventListener('scroll', throttledOnScroll)