By doing some error tracking, you'll find that

TypeError: 'QasmQobj' object is not iterable`

was raised from

IBMQJobManagerInvalidStateError: Pulse schedules found, but the backend does not support pulse schedules.

So your code was ok, it's just that the IBMQ Bogota backend doesn't support pulse schedules. Right now it appears that the only IBMQ QPU that does support pulse schedules is IBMQ Armonk:

>>> provider = IBMQ.get_provider(hub='ibm-q', group='open', project='main')
>>> for backend in provider.backends():
... config = backend.configuration()
... if config.open_pulse:
...     print(config.backend_name)
ibmq_armonk

IBMQ Armonk a single-qubit device, so the qubit_lists and any other qubit-related parts of your code will have to be modified.

Good luck!

By doing some error tracking, you'll find that

TypeError: 'QasmQobj' object is not iterable`

was raised from

IBMQJobManagerInvalidStateError: Pulse schedules found, but the backend does not support pulse schedules.

So your code was ok, it's just that the IBMQ Bogota backend doesn't support pulse schedules. Right now it appears that the only IBMQ QPU that does support pulse schedules is IBMQ Armonk:

>>> provider = IBMQ.get_provider(hub='ibm-q', group='open', project='main')
>>> for backend in provider.backends():
... config = backend.configuration()
... if config.open_pulse:
...     print(config.backend_name)
ibmq_armonk

IBMQ Armonk is a single-qubit device, so the qubit_lists and any other qubit-related parts of your code will have to be modified.

Good luck!