A method of laser welding a workpiece stack-up (10, 10′) that includes at least two overlapping metal workpieces (12, 150, 14) comprises advancing a beam spot (44) of a laser beam (24) relative to a top surface (20) of the workpiece stack-up (10, 10′) and along a beam travel pattern (66) to form a laser weld joint (64) that fusion welds the metal workpieces (12, 150, 14) together. While the beam spot (44) is being advanced between a first point (76) and a second point (78) of one or more weld paths (74) of the beam travel pattern (66), the position of a focal point (52) of the laser beam (24) is oscillated relative to the top surface (20) of the workpiece N stack-up (10, 10′) along a dimension (68) oriented transverse to the top surface (20).