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Databases and Streaming Systems. Apache Beam/Cloud Dataflow. GCP Data Stack: BigQuery, Spanner, PubSub. Moar Apache Kafka. LOTS of SQL. Writing sophisticated q
by manish_gill 8y ago
Databases and Streaming Systems. Apache Beam/Cloud Dataflow. GCP Data Stack: BigQuery, Spanner, PubSub. Moar Apache Kafka.
LOTS of SQL. Writing sophisticated queries, building a mental model of what a DB will try to do, doing perf evaluation by looking at query plans, Analytic/Window functions.
DB optimizations. Especially BigQuery and Postgres.
Non-trivial Java 8.
Holidays are for Rust, advanced Streaming systems, and Docker/K8 :-)
Will also be looking to get deep into the Python AI/ML ecosystem in 2019. I'm fairly adept in Python and thankfully the ecosystem for Data Science/ML is quite mature.