Cook orzo according to package directions. Meanwhile, in a large cast-iron or other heavy skillet, heat 2 tablespoons oil over medium-high heat. Add mushrooms; cook and stir until tender and lightly browned. Drain orzo.
In a large bowl, place orzo, mushroom mixture, pecans, parsley, lemon zest, lemon juice, salt, pepper and remaining oil; toss to combine.