NOTE that I'm already using .on function as most of the answers suggest. This problem is vastly different than other problems of the same category.
My HTML Code is :
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <title>Order Stack</title>
    <link rel="stylesheet" type="text/css" href="style.css">
</head>
<body>
    <div id="container">
        <div>
            <h1>Enter Your Order</h1>
            <div id="orderBox">
                <input type="textbox" id="name" placeholder="Name">
                <input type="textbox" id="order" placeholder="Order">
                <input type="submit" id="submit" value="Order Now">
            </div>
        </div>
        <div id="orderList">
            <h1>Pending Order List</h1>
            <p class="orderDisp">
                <span class="orderId">OrderID:</span> 1 <span class="orderName">Name:</span> John Doe <span class="orderContent">Order:</span> CheeseBurger
                <img class="deleteBtn" src="images/delete.png" alt="Delete Order">
            </p>
            <p class="orderDisp">
                <span class="orderId">OrderID:</span> 2 <span class="orderName">Name:</span> Jane Doe <span class="orderContent">Order:</span> Steak
                <img class="deleteBtn" src="images/delete.png" alt="Delete Order">
            </p>
            <p class="orderDisp">
                <span class="orderId">OrderID:</span> 3 <span class="orderName">Name:</span> Santa Claus <span class="orderContent">Order:</span> Chicken Zinger Burger
                <img class="deleteBtn" src="images/delete.png" alt="Delete Order">
            </p>
        </div>
    </div>
    <script type="text/javascript" src="jquery-3.1.0.min.js"></script>
    <script type="text/javascript" src="script.js"></script>
</body>
</html>
My CSS is :
body {
    font-family: Verdana, sans-serif;
    font-size: medium;
    background: #F2E5A0 url(images/The-Cheeseburger.png) no-repeat;
    background-size: cover;
    padding: 50px;
}
h1 {
    color: #000;
}
#orderBox {
    background-color: #B7BBDC;
    padding: 25px;
}
#name {
    width: 200px;
    text-align: center;
}
#order {
    width: 500px;
}
#container {
    opacity: 0.8;
    background-color: #F2C095;
    padding: 50px;
    min-width: 875px;
}
.orderDisp {
    background-color: #A6D98F;
    padding: 20px;
    position: relative;
}
.orderId, .orderName, .orderContent {
    font-weight: bold;
    padding-left: 20px;
    color: #223A2B;
}
.deleteBtn {
    height: 20px;
    vertical-align: middle;
    text-align: right;
    position: absolute;
    top: 35%;
    left: 95%;
}
My jQuery is :
$(document).ready(function() {
    var orderId=4; // Starting form 4
    $("#submit").click(function() {
        var orderName = $("#name").val();
        var orderContent = $("#order").val();
        orderName = orderName.trim();
        orderContent = orderContent.trim();
        if((orderName !== "") && (orderContent !== ""))
        {
            $p = $('<p class="orderDisp">');
            var content = '<span class="orderId">OrderID:</span> '+orderId+' <span class="orderName">Name:</span> '+orderName+' <span class="orderContent">Order:</span> '+orderContent;
            content += '<img class="deleteBtn" src="images/delete.png" alt="Delete Order">';
            $p.append(content);
            $p.appendTo('#orderList');
        }
        $("#name").val("");
        $("#order").val("");
    });
    $("#order").keydown(function(e) {
        if(e.keyCode == 13)
            $("#submit").click();
    });
    $(".deleteBtn").on('click',function() {
        $(this).parent().remove();
    });
});
To describe the problem, here's a working fiddle.
I know that dynamically created elements (elements created via code) are not triggered normally by .click() event handlers. One has to use .on("event", function() { ...code...}); to bind the event to the element. I've already done this. Yet, somehow, the deleteBtn's code is still not triggered. I can't figure out what's wrong.
 
    