The night before China's civil service exam, Melody Zhang anxiously paced up and down the corridor of her dormitory, rehearsing her answers. Only when she got back to her room did she realize she had been crying the whole time.

Zhang was hoping to start a career in state propaganda after more than 100 unsuccessful job applications in the media industry. With a record 2.6 million people going for 39,600 government jobs amid a youth unemployment crisis, she didn't get through.

"We were born in the wrong era," said the 24-year-old graduate from China's top Renmin University.