A flux-cored welding wire for submerged arc welding, including a steel strip and a flux core, wherein the chemical composition of the steel strip, by weight percentage: C≤0.02%, Mn0.2‑1.2%, Si0.3‑1.8%, Cr22‑28 %, W2‑8%, Cu 0.2‑0.4%, V0.1‑0.3%, S≤0.005%, P≤0.006%, the balance is Fe; the composition of the drug core is calculated by its weight percentage: marble 20‑35%, Fluorite 15‑28%, Mica 7‑12%, Titanium Dioxide 6‑14%, Ferro Vanadium 2‑8%, Ferrosilicon 2‑6%, FerroTitanium 2‑12%, Ferroboron 13‑17%, Ferromolybdenum 2-8%, graphite 3-12%, and the balance is ferrochromium; the welding wire of the present invention can improve its toughness and crack resistance while improving the hardness of the deposited metal, and improve it from both metallurgy and technology. It ensures the strength, toughness and crack resistance of high-hardness deposited metal, and at the same time ensures good welding processability, easy slag removal, no spatter, high hardness and excellent wear resistance.