The invention relates to the technical field of winding machinery, in particular to an automatic winding machine for winding a curviform micro fine wire electromagnetic coil. Thread transmission is formed on the lower portion of a swinging head body through a flange nut and a flat cable screw rod, sliding fit is formed in the middle of the swinging head body through a linear bearing and an opticalaxis, the flat cable screw rod is in rigid connection with a flat cable stepping motor through a plum coupling, a driving signal of the flat cable stepping motor comes from a feedback signal of a count sensor, and a null sensor and a limit sensor are arranged at one side of the flat cable screw rod; a guide pin and the linear bearing are in interference fit with the swinging head body, and a guide roller and the flange nut are connected to the swinging head body. According to the automatic winding machine for winding the curviform micro fine wire electromagnetic coil, a device mechanical structure is relatively uncomplicated, and the manufacturing cost is low. A winded double curved surface shaped electromagnetic coil winded by the winding machine is stable and reliable in the process ofdriving a double-layer magnetic-suspension device connecting rod to drive a knitting needle of a rib jacquard circular machine to move up and down.