A semiconductor die can include an alternating stack of insulating layers and electrically conductive layers located on a substrate, memory stack structures extending through the alternating stack, drain regions located at a first end of a respective one of the vertical semiconductor channels of a memory stack structure, and bit lines extending over the drain regions and electrically connected to a respective subset of the drain regions. At least of a subset of the bit lines includes bump-containing bit lines. Each of the bump-containing bit lines includes a line portion and a bump portion that protrudes upward from a top surface of the line portion by a bump height. Bit line contact via structures overlie the bit lines and contact a bump portion of a respective one of the bump-containing bit lines.