Fast lane or down the drain? Does the occupation held prior to unemployment shape the transition back to work?

•We study the role of occupations for transitions out of unemployment in Germany.•Occupations account for the female disadvantage in re-employment after job loss.•Male-dominated occupations are associated with higher transition rates into employment.•The effects of occupational characteristics differ between men and women.•We combine individual employment trajectories with rich occupational panel data.