Experience with orchestration and scheduling tools Strong experience in implementation of efficient ETL and ELT processes for large data sets, preferably with market and trading data providers Experience with public cloud (Azure, GCP or AWS) Experience with Cloud Data Platforms such as Snowflake or Databricks Experience with Kafka or other streaming platforms Experience with test driven development (TDD) and automated testing