Okay I have found my own answer. This ended up being a KVStore issue. The resolution was to run the following command on my SearchHead:
./splunk migrate migrate-kvstore
Here is the article that helped me to this conclusion:
https://answers.splunk.com/answers/690118/why-is-the-kv-store-process-failing-after-upgrade.html
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