The claim is partially accurate, but somewhat misleading when you look closy at the original source and evidence. The numbers The numbers themselves come from the ADP National Employment Report, which is a legitimate source. ADP is a major payroll-processing company that uses real employment data from millions of workers, so its reports are generally credible. However, it is still a private company, not an official government source like the Bureau of Labor Statistics. This matters because ADP’s estimates don’t always match the official jobs report, and the company has an interest in positioning its data as especially useful, particularly during a government shutdown when federal data isn’t available. The claim correctly states that 42,000 private-sector jobs were added in October and that this was higher than economists expected. It’s also true that job growth followed two weaker months and that gains were concentrated in industries like trade, transportation, education, and health services, while sectors like information and professional services continued to lose jobs. However, the interpretation of this data is where the claim becomes misleading. The original ADP report describes the growth as “modest” and uneven, not as a clear sign of a strong recovery. Other coverage confirms that while the number beat expectations, overall hiring remains weak and inconsistent. So, saying the job market is “getting better” overstates what the data actually shows.