I embedded a PDF using PDF.js with the iframe src=viewer.html?file=... tag. I'm using PDF.js and its viewer.html as it already provides a search function that I couldn't find in any other example.
I would like the user to be able to click on a <td> and use the containing text to search the PDF and jump to the first occurence. JSFiddle: http://jsfiddle.net/agyetcsj/
HTML
<div id="tableDiv">
    <table border="1" width="400px">
        <tr>
            <td>6.5  Calling External Functions</td>
        </tr>
    </table>
</div>
<iframe id="pdfImage" width="600px" height="600px" class="pdf" src="http://mozilla.github.com/pdf.js/web/viewer.html?file=compressed.tracemonkey-pldi-09.pdf"></iframe>
JavaScript
$('td').unbind('click').click(function () {
    alert("Find text in PDF!");
});
I found similar questions on SO but they couldn't really answer my question:
Inspired by dev-random's answer I added following code to viewer.js. I open my pdf by passing url parameters e.g. http://localhost:3000/pdf/viewer.html?&search=your_search_term. This way when you open the PDF file, the search is automatically performed which suits my usecase.
//Add this piece of code to webViewerInitialized function in viewer.js
if ('search' in params) {
    searchPDF(params['search']);
}
//New function in viewer.js
function searchPDF(td_text) {
    PDFViewerApplication.findBar.open();
    PDFViewerApplication.findBar.findField.value = td_text;
    PDFViewerApplication.findBar.caseSensitive.checked = true;
    PDFViewerApplication.findBar.highlightAll.checked = true;
    PDFViewerApplication.findBar.findNextButton.click();
    PDFViewerApplication.findBar.close();
}
                        As no one else responded to my question I'm going to answer it myself. I finally got it working by using the viewer.html @ https://github.com/mozilla/pdf.js/tree/master/web.
Here is some example code that I wrote to make it work. Hope it will help someone else in the future.
PDFView.open(pdf_url, 0);
// search with PDF.js
function searchPDF(td_text) {
    PDFView.findBar.open();
    $(PDFView.findBar.findField).val(td_text);
    $("#tableDiv").focus();
    var event = document.createEvent('CustomEvent');
    event.initCustomEvent('find', true, true, {
        query: td_text,
        caseSensitive: $("#findMatchCase").prop('checked'),
        highlightAll: $("#findHighlightAll").prop('checked'),
        findPrevious: undefined
    });
    return event;
}
                        I tried to implement @webstruck's approach but couldn't resolve "PDFView is not defined" error. I end up resolving like this:
//Add this piece of code to webViewerInitialized function in viewer.js
if ('search' in params) {
    searchPDF(params['search']);
}
then changed his approach to this:
//New function in viewer.js
function searchPDF(p_search_text) {
   var l_params = { query: p_search_text, phraseSearch: p_search_text };
   webViewerFindFromUrlHash(l_params);
}
In the HTML the iframe I added the &search=term and got like this:
<iframe id="htmlPDFViewer" style="width:100%; " frameBorder="0" src="../Scripts/pdfjs/web/viewer.html?file=../pdf/file.pdf&search=searchTerm" ></iframe>
Worked like a charm, all words highlighted!
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