I do not think you need to get the signature from your previous working unit in China in your case. Just contact Chinese Embassy/Consulate to get the details. See the following websites for more details:
http://www.sino-education.org/studyabroad/J1.htm
http://www.sino-education.org/studyabroad/J1questions.htm