Probably not, I left my out the past year. Been exposed to rain (though not directly, just some splash), and fog and it hasn't rusted yet.
Just had to double check, but I bought this same Weber Chimney Starter from Home Depot for $10.76. So, if you're buying this item alone, and can't get free shipping from Amazon, you might just walk-in to HD and get it there.