U.S. private employers added an average of 10,250 jobs per week in the four weeks ending January 31, 2026, up from 7,750 in the prior four-week period, according to ADP Research. This marks the third consecutive week of strengthening job gains and the fastest pace since late November, signaling a renewed acceleration in hiring momentum.