Original link: Instagram Archiecture / LinkedIn / Rocky Bhatia.
Instagram runs on Python. Or at least a lot of Instagram runs on Python.
The backend services are Python (Django on Gunicorn). The ML & AI tools are Python.
There are some Java in the platform software though - Cassandra, Kafka, Spark, Flink, Presto, Elasticsearch and Logstash all run on Java.