No, Barclays does not call your employer. Barclays instead uses the financial information and documents you provide during the application process, like a W-2 form, bank statement or pay stub, to verify that you are employed and that you have enough income to afford the loan.
For more information, check out the full Barclays personal loan review on WalletHub.