4) data manipulation using SQL; (5) design, execution, and measurement of A/B and multivariate tests; (6) GCP services including Bigquery, Kubernetes and Composer and Apache Airflow; (7) performing data analysis on data visualization dashboards Superset, Jupyterlab, Tableau or PowerBI; (8) software tools including Jira and Confluence; and (9) working in the big data domain including providing production support, job scheduling/monitoring, ETL data quality, and data quality reporting. Bachelor's degree in Computer Science, Applied Computer Science, Computer Applications, Computer Engineering, Information Technology, a related field, or a foreign equivalent plus 3 years post-baccalaureate experience in job offered or any engineering/IT related job titles.