Technical expertise with data models, data mining, and segmentation techniques Experience in data acquisition, transformation and storage design using design principles, patterns and best practices Experience with performance analysis and optimization Experience with relational SQL and NoSQL databases, including Postgres and Cassandra Experience with data pipeline and workflow management tools Experience with AWS cloud services: EC2, EMR, RDS, Redshift, Modern data platforms and Snowflake