Experience and comfort with distributed systems and high-scale systems. Ability and desire to build distributed systems and high-scale systems experience quickly. Experience with streaming systems like Kafka, Kinesis, Pulsar, Warpstream (useful, not necessary). Experience with high RPS, low p99 latency systems (useful, not necessary).