Combine sweet potatoes, rosemary, olive oil, salt & pepper in a large mixing bowl and toss to combine.
Spread on a large rimmed baking sheet and roast at 400 degrees for 15 minutes.
Remove from oven; add pecans and maple syrup and toss to combine.
Roast an additional 5 minutes or until potatoes are tender.