The longest-serving secretary of the federal Department of Health, Jane Halton, has resigned from the Australian public service, two years after taking up a job as secretary of the Department of Finance.

According to The Mandarin, her former deputy at Health, Rosemary Huxtable, who has been serving as Ms Halton's deputy at Finance, will act in the role from October 15 until a permanent replacement is appointed.