Unable to create timescaledb extension in Postgres

We are setting up Zabbix postgres db and it requires timescaledb. I installed postgres 15 and created the tsdb. However I am getting the following when attempting to create the extension:

tsdb=# CREATE EXTENSION IF NOT EXISTS timescaledb;
ERROR: could not access file “$libdir/timescaledb-2.11.2”: No such file or directory