"I would maintain that a certificate in any data engineering discipline is worthless. What counts is whether you have top-notch coding skills and in-depth knowledge of numerous big data applications. For a longer answer, see Jesse Anderson's…"
"Allow me to add one more tool to your list: Stitch, which is a SaaS platform for ETL – a cloud-native data pipeline. Stitch's website also has links to dozens of reporting, data visualization, and analysis tools to add to the ones above."