Numerical models used to analyze wind turbines are based on thousands of input parameters. Each of these parameters has uncertainty, which can impact the predicted loads. This work demonstrates a screening technique to identify which parameters ultimate loads are most sensitive to so that more focus can be given to quantifying the possible range of those parameters, with a focus on a floating offshore wind turbine in design load cases with transient events both in the inflow and operations.