Number of pending jobs is constantly growing since 2017-11-13

Since 2017-11-13 the trend of number of pending jobs is constantly growing:

Last time we've checked StuckCiJobsWorker it was failing because of timeouts. We should investigate what is the problem and how to resolve it.