This article discussed the model of mutual cooperation between college and company, model of skilled personnel development, innovative teaching model. Make revolution on operation, changes management to form regional characteristic system will help to train high qualified and high skilled personnel for company needs. The cooperation model will solve problem of lack skilled staff in company and provide a flat for company to employ variety skilled personnel. College and company share resources will help to save more resources for each other. College will reduce invest on equipment and facility. Company will reduce cost on staff training and technical development. This continuous skilled personnel development model will promote common development for college, company and the student, realizing multi win.