Question on jvm , do two flink jobs share single jvm in life cycle?

This depends on your deployment mode. For per-job mode, the TM(jvm process) of each job is isolated. For the session mode, jobs share TM.

If you are using session mode with multiple jobs then it’s possible if taskmanagers have more than 1 slot.